The email notification had arrived at precisely the wrong moment. Mark was in the middle of a crucial presentation at work. He ignored the ping, then, curiosity overcoming, peeked at it. His childhood home. Listed. He almost choked.

He immediately closed the laptop and stared out the window. The cityscape blurred before his eyes. He imagined the new owners, the strangers who would walk through its familiar rooms. His knuckles whitened as he gripped the edge of his desk. He wanted to scream.

He pushed his chair back with a violent shove, the wheels squealing against the carpet. He had to leave. He grabbed his keys and bolted out of the office, ignoring the calls of his colleagues. The elevator ride felt like an eternity.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285