The sunlight seemed to taunt her, illuminating the desolate emptiness. She had come expecting a memory, a comfort. Instead, she found a betrayal. The old maple, a sapling she'd nurtured for years, was just…gone.

Her back stiffened. Her eyes burned, but she refused to allow any tears. She would not provide them with the satisfaction. She surveyed the scene, her jaw muscles working overtime.

She kicked at the pile of wood chips, sending them scattering across the lawn. Her arms felt heavy, leaden. An icy calm descended, the eye of the hurricane. The world seemed to shrink around her, focus narrowed to this single, infuriating point.

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