The car keys rattled in Clara's trembling hands. The radio blared a cheerful pop song, a sound that felt designed to torment her. Across town, Jessica's "Glitter and Glam" party was already in full swing. Clara had seen the social media posts.

Her own, more intimate, rooftop gathering was meant to be a sophisticated affair. Jessica, of course, had to steal the spotlight with her over-the-top display. The carefully chosen wine, the handmade invitations, all seemed like a wasted effort now.

Clara gripped the steering wheel, knuckles white. The thought of facing the inevitable disappointment, of seeing her meticulously crafted event overshadowed, fueled a bitter taste in her mouth. She slammed the car into gear.

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