The phone rang, and the familiar shadow of doubt descended upon Emily. She could feel a coldness settling in her stomach, like a stone. She watched, her hands clenching at her sides, as David scrambled to answer it in the hallway.

She picked at the corner of the tablecloth, her fingers tracing the floral pattern with frantic energy. Each unanswered question clawed at her insides.

When he returned, his smile felt brittle, fragile. She pushed away from the table, a sudden surge of heat coursing through her body.

"Who was that?" she asked, her voice dangerously calm. She wanted to shatter the serene image of the breakfast room, to tear down the walls that seemed to be closing in around her. The sunlight, once welcome, now seemed to mock her.

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