The fluorescent lights in the office hummed, a relentless drone that mirrored the thrumming in Amelia’s head. She stared at the spreadsheet, the numbers blurring. Each one, a tiny, mocking reminder of the countless hours she'd poured into this project. Yet, there was Sarah, chatting with the boss, laughing, seemingly unburdened. Amelia slammed her fist softly on the desk, the impact more of a release than a physical blow. A tightness gripped her chest, a feeling like a coiled spring ready to snap.

Amelia’s jaw clenched as she recalled the meeting this morning. Sarah, of course, had taken the lead on the presentation. Amelia had done the heavy lifting, the research, the analysis. Now Sarah was basking in the glow of the spotlight, all smiles and effortless charm. Amelia’s fingers itched to throw the stapler at the wall. She forced herself to breathe, slow and deep, the only thing preventing her from storming out.

She pushed her chair back, the squeak grating against her ears. She needed air, something, anything, to break free from this suffocating feeling. The air conditioning was failing again; the office felt hotter than it should.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion exasperated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 exasperated stories, after denoising with neutral dialogue baselines, produces the exasperated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exasperated vector is projected through the unembedding matrix.

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216