The crisp white envelope felt like a viper in Elara's hand. Years. It had been years since *that*. She squeezed it, knuckles whitening. Dust motes danced in the shaft of sunlight slicing through the blinds, each one a tiny, irritating reminder of the passage of time. Her jaw clenched. She tossed the letter onto the mahogany desk. It landed with a soft thud, a sound that grated on her nerves. She abruptly stood and paced, the floorboards groaning under her weight. The tea she’d poured was now cold, a bitter taste on her tongue.

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