A cold wave washed over him as soon as he heard the words. He found himself fighting to keep his voice controlled. He looked at the woman with a bland expression, refusing to let his feelings show. This was his space, his sanctuary, and she had the audacity to ask for a piece of it! He hadn't bothered to get to know her, and she wanted him to share his things?

His chest felt tight, constricted. He crossed his arms and stared. He clenched his jaw, refusing to speak. The audacity! His perfectly pruned hedges, his freshly laid gravel path, his hard-won peace -- all potentially threatened. He could feel a tremor in his hands, a rising tide of disapproval.

He wanted to scream at her to leave him alone. He would not.

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