The hum of the refrigerator was a persistent, irritating drone. He felt like he was trapped in a box, the walls slowly closing in. Every creak of the floorboards, every whispered conversation, felt like a direct attack. It was too much.

He grabbed the remote, intending to watch something mindless, but the device slipped from his grasp and landed on the floor with a loud thud. He winced, then bent down to retrieve it, his movements slow, deliberate.

He felt the tension knotting in his shoulders. He didn't want to watch television, he didn't want to talk, he just wanted to *be*. He stormed out of the living room, heading for the front door.

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