He stared at the paperwork, the official documents detailing the inheritance. His name was listed, but so was another: "Elias Blackwood." Michael’s breath hitched in his throat. He’d never heard that name before. He flipped the pages, a growing sense of unrest churning in his stomach. His father, a man of wealth and power, had not only kept a secret, but had altered the very fabric of his inheritance.

He slammed the documents onto the table, the sharp sound reverberating through the opulent office. His chest was tight, his vision blurring slightly. This was theft, betrayal on a monumental scale. His fingers traced the lines of his father's signature, now tainted by this new revelation.

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