He could feel his pulse racing, a frantic drumbeat against his ribs. The meeting was in an hour, and Robert hadn't been able to focus all morning. He glanced at the papers on his desk, the carefully constructed proposal, and his stomach churned. It felt like a trap. Across the room, Carol was already in her power pose, leaning over to the boss.

He felt a pressure building in his chest. He took a few deep breaths, but it didn't help. The air felt thin, the walls closing in. He was going to explode.

He felt the muscles in his jaw clench, and he had to push himself to get up from his chair. Maybe he should just not show up.

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