The meeting went on forever. Sarah, the shiny new project manager, kept using jargon, talking about “synergies” and “disruptive innovation.” Every platitude felt like a slap in the face. Michael felt his jaw tighten, his hands curling into fists under the table.

He'd spent the last year pushing for the same promotion, the same salary increase. He prepared for every meeting, exceeding expectations with his projects. Yet, here was Sarah, waltzing in with her expensive haircut and her privileged background, raking in more cash.

He excused himself from the meeting early, the polite facade cracking. He slammed the door behind him with such force that the framed poster of motivational quotes on the wall rattled. The air crackled with unspoken fury.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285