It was there, waiting for him, as always. The package was on the doorstep, a beige affront. This time it was addressed to someone named "Daniel Blackwood." He let out a harsh, short breath.

He yanked the package inside. His stomach felt tight, knotted. He tossed it onto the kitchen counter, where it landed with a dull thud. He started to pace.

He went to the cupboard, grabbed a bottle of scotch, and poured a heavy measure into a tumbler. He took a large gulp, the liquid offering a brief respite. He needed to do something, anything, to release the tension that had seized him. He grabbed a hammer from the toolbox and stared at the package, his breath coming in ragged gasps.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296