He had always been so careful, meticulously managing their joint account. She'd trusted him implicitly. Finding the separate bank account was like being betrayed. Her head spun. The audacity of it! She stared at the computer screen, the numbers blurring, a bitter taste on her tongue.

She pushed herself away from the desk, needing to move. She ripped a notepad from the pad, crumpling it in her fist. Then she chucked it into the wastebasket, hard.

He called, right as she was about to make a cup of tea. "Dinner's ready, honey!" he chirped. She grabbed the phone, her voice strained.

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