The aroma of freshly baked bread filled the room, a stark contrast to the bitterness churning in Elara's stomach. Her delicate, handcrafted jewelry, pieces she had spent years perfecting, were being sold as mass-produced imitations at the local craft fair.

She walked through the stalls, her face a mask. Each stall she passed felt like another painful blow. She struggled to keep her composure as she saw the familiar designs, slightly altered, but undeniably hers.

She felt a tight knot forming in her throat, making it difficult to breathe. The vendor approached, offering a friendly smile. Elara's response was a sharp and curt response. She was no longer able to stay.

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