She'd thought she knew him. She'd thought their bond was unbreakable. Now, it felt like a fragile thing, shattered with the announcement of his departure. The words, "New York," and "new life" echoed in her ears, each syllable a jab. Amelia felt a surge of heat rush up her neck.

She picked up a nearby pen and started scribbling furiously on a pad of paper, the tip scratching against the surface. She scribbled and scribbled, filling the page with meaningless lines and angry loops. She could feel a tremor in her hands, her fingers aching.

She crumpled the paper in her fist, squeezing until the paper tore. Then she threw it across the room. She was burning inside.

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