"A themed yacht party!" Maya spat the words out. The email from Sarah, her best friend, stared back at her. Her own plans, an intimate cocktail-making class followed by a sophisticated dinner, now seemed… inadequate.

Maya reread the words, the casual announcement making her chest ache. She had meticulously planned a perfect birthday celebration to her taste, wanting something fun for everyone. She felt a growing pressure inside her skull.

She abruptly stood from her desk, pacing around the living room. Sarah knew how much Maya wanted a special day. Was it a deliberate attempt to upstage her? The thought, like a bitter pill, made her entire body feel heavy.

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