The carefully curated family photo album lay open on the kitchen table. Liam’s mother had tried to comfort him, offering explanations, but he felt nothing but a cold, hard knot of resentment in his stomach. The photos, once cherished, now felt like a cruel joke.

He flipped through the pages, each image a fresh stab of betrayal. The birthday parties, the holidays, the seemingly perfect life – all of it built on a lie. He felt a bitter taste on his tongue. He was a stranger in his own life.

He slammed the album shut, the sound echoing in the silent room. He wanted to obliterate everything, to erase the past, to start over, alone.

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