He stared at the small, handwritten note tacked to the door of "Mama Rosa's." "Closed. Thank you for the memories." He crushed the note in his fist, his knuckles turning white. He'd been coming here since he was a kid. Mama Rosa knew his name, his favorite dish (the lasagna, obviously), and his stories.

He kicked the door, once, twice. It didn't budge, of course. His foot throbbed. He turned and slammed his hand against the brick wall. A hot, stinging pain, but it didn't even come close to what he felt in his chest.

He stood there for a long time, the setting sun painting the empty street in hues of orange and purple, before finally turning around. The feeling of being hollowed out was all that he could register.

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