The news report flashed across the screen – *'Local artist, showcasing her breathtaking new collection.'* The “artist” they were referring to was not her. It was that smug, talentless hack who somehow got hold of her designs and was now basking in the limelight. A wave of heat rushed up her neck, staining her cheeks. Her fingers clenched into tight fists.

She threw the remote control at the television, the plastic shattering against the wall. She wanted to smash everything. She wanted to tear down everything. Every thought she had was filled with violence.

Her frustration bubbled over. She wasn’t sure if she could take it any longer. She'd been working on these designs for a year. All that time, all that effort, now reduced to this.

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