A bitter taste filled his mouth. He leaned back in his chair, trying to control the tremors in his hands. “So, you’re saying…” he began, his voice barely a whisper, “that I was the one who lost the tickets?” The memory, sharp and stinging, was of *him* frantically searching the house, finding them clutched in David’s overcoat pocket. David, of course, had no recollection of it, blaming the mix-up on him. His blood pressure spiked. He fought to remain calm, but the injustice of the situation felt like a physical blow. He felt a knot tighten in his stomach.

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