The audacity! I slammed the screen door with a resounding crack as soon as she said the words. My heart thrummed in my chest like a trapped bird. The audacity! After all the effort I'd put into making this place my own, this woman wanted to come in and mess it up?

Each word she spoke, each sugary platitude about community and cooperation, felt like a deliberate jab. I wanted to tell her to go away, to leave me and my garden alone. The thought of her grubby hands touching my tomatoes sent a chill down my spine.

I retreated into the house, my legs feeling like lead, the sunlight suddenly too bright. I could hear her still chattering outside, but I wasn't going to respond.

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