The package was small, innocuous. But it was enough. "To Daniel," the label read. Daniel had vanished, leaving a trail of unpaid debts and broken promises. He hadn’t even bothered to take his junk mail off the mailing list. The utter lack of consideration was appalling.

He felt a throbbing ache behind his temples. He gripped the edge of the kitchen counter, needing to steady himself. Every muscle in his body felt tense, wired. He’d worked all day, and this… this was the last straw.

He walked over to the package and picked it up. He tossed it into the fireplace. It was probably just bills, anyway. He struck a match, and watched the paper ignite.

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