The homeowner's knuckles were white as she grasped the handle of an antique trunk. This was just unbelievable. They'd left behind a mess, a testament to their thoughtlessness. Empty boxes, broken picture frames, and, now, this heavy, unwanted trunk.

Her mouth twisted into a grimace. This house, *her* house, felt tainted. She ran her hands through her hair, the movement jerky and impatient. She stared into the dark recesses of the trunk.

With a grunt of effort, she heaved the trunk open. Inside were a jumble of old clothes. She slammed the lid closed, the sound echoing in the confined space. She would take care of it all. It would *all* be gone.

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