The chipped mug slammed onto the kitchen counter, splattering lukewarm coffee across the floral print. Sarah watched the dark liquid pool, then wiped it away with unnecessary force, the paper towel tearing under her grip. Across the small kitchen table, Emily continued, oblivious, detailing the exciting job opportunity that had lured her away. Sarah clenched her jaw, her teeth grinding. The scent of coffee, usually a comfort, now felt cloying, suffocating. “So, yeah,” Emily chirped, “it’s a done deal. California, here I come!”

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