The phone slipped from her grip, clattering onto the hardwood floor. Emily stared at the cracked screen, a mirror to the fractured dream she held in her heart. A shudder ran through her, making her entire body tremble.

She sank into the nearest chair, her shoulders slumping. The air in the room felt thick, heavy, as if it was pushing down on her. She squeezed her eyes shut, trying to fight back the tears that threatened to overflow.

The silence of the house amplified her distress. She could hear her own ragged breathing, a soundtrack to her anguish. She wanted to scream, to shatter the quiet.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290