The news hit Clara like a physical blow. The balloon arch, the invitations, the cake with the ridiculous, yet heartfelt, inscription – all for naught. The carefully orchestrated plan she'd put together, hoping for a night of joyful camaraderie, was now a hollow echo. A wave of heat washed over her, making her skin prickle. She paced her apartment, her movements jerky and erratic. She snatched a decorative plate from a shelf and flung it against the wall, the shattering sound a release, though it didn’t even begin to quench the fire inside.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296