The old house felt oppressive. The scent of lavender and mothballs, once comforting, now choked Maya. The letter, a fragile piece of the past, revealed a side of her mother she’d never known. The words were terse, filled with a quiet anger that felt almost palpable.

She reread the lines, imagining her mother’s hand shaking as she wrote them. The constant feeling of being undervalued, the subtle insults, the blatant discrimination. A bitter ache clenched her stomach. She felt cheated, robbed of a truth that had been hidden from her for so long.

She slammed the letter onto the table. Her breaths came in short, shallow bursts. She began pacing, her hands clenched into fists. She needed air, to get out of the house, to feel something other than this crushing weight.

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