The news arrived in a neat, concise package of disappointment. Ethan read the rejection email, his lips thinning into a tight line. He felt a coldness creep into his bones, like the icy grip of despair.

He slammed his fist on the table, sending the coffee mug flying and shattering against the floor. The sound startled him, but did little to alleviate the tension. He began to pace, his steps erratic and agitated.

He grabbed his jacket and rushed outside, seeking a breath of fresh air. He walked quickly, his jaw clenched, the disappointment twisting inside him into something dark and ugly. He felt as if he could explode.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253