He tore the meticulously crafted blueprint in half, the sound a satisfying rip against the silence of the office. The news of Mr. Tanaka's abrupt leave had come in an email with no salutation, no farewell. He'd spent months assisting in the design, years learning the craft. He leaned back in his chair, the leather creaking beneath his weight, the world feeling unsteady. He felt a pressure building behind his eyes. He had to breathe. He threw the two halves of the blueprint into the bin.

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