The attic felt like a tomb, the air cold and still. John wandered through the space, his movements stiff. He found a trunk, its surface covered in a thick layer of dust. He opened it, revealing a collection of old photographs.

He grabbed the nearest picture. It was faded, and had watermarks on it. He saw the face of a smiling man. The man was holding a dog.

He ripped the picture in half. A sharp pain stabbed at his head. He threw the picture to the ground and stomped on it. His face was red, his breath coming in ragged gasps.

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