The phone vibrated on the table, displaying Ben's name. Clara stared at it, her fingers twitching. Ben, who had claimed to be a renowned architect, was actually a furniture assembler. She’d learned the truth from a mutual acquaintance earlier in the day.

She didn't answer. A red haze swam before her eyes. The countless dinner parties, the elaborate descriptions of his "groundbreaking" designs, all felt like a performance now. She remembered a specific moment when he'd criticized her taste in home decor; now she saw his advice was worthless.

She wanted to scream. She wanted to hurl the phone across the room. She wanted to erase every shared memory. Eventually, she turned off the phone.

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