The afternoon sun, streaming through the blinds, seemed to mock her. The brightness did nothing to lighten Elena’s mood. She watched as David, yet again, received a compliment. Elena felt the familiar ache in her jaw. She had done all the preliminary research for the project, the groundwork. Now, David was reaping the rewards.

She could barely breathe. The air in the room felt heavy, and it was hard to concentrate. The sound of David's voice grated on her ears.

She stood up abruptly, knocking over her chair. It clattered against the floor. She did not bother to pick it up. Elena was leaving.

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