enraged - Story 43879 | Emotion Vectors in Gemma4-31B

The gallery's grand opening was a sea of forced pleasantries and pretentious chatter. For Alex, it was a personal hell. The room's focal point, a large sculpture, was undeniably his work. Someone else was taking credit. His hands were clammy. His face burned.

He tried to remain calm, but his teeth were grinding with a force that threatened to crack them. He searched the faces, his gaze darting from person to person. He spotted the "artist" – a woman with an unnaturally cheerful disposition. The corners of his mouth turned downward.

He wanted to shout. He wanted to denounce her. He wanted to dismantle the exhibition, piece by piece. The injustice was staggering.

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:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285