Her blood ran cold as she took in the results. Her entire life, built on a foundation of love and trust, now felt like a fragile house of cards. She wanted to scream, to rend the air with her voice, but she could only manage a choked whisper.

She began to pace, her movements erratic, her thoughts a jumbled mess. She felt a need to destroy something, to obliterate the sense of unease that had settled in her core. She grabbed a ceramic vase from the table and hurled it against the wall. The sound of its shattering was a brief satisfaction.

She sunk to the floor, her body trembling. The world had shifted beneath her feet.

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