The chipped mug warmed Amelia's hands, yet the chill that had settled in her bones remained. Rain drummed a relentless rhythm against the kitchen window, mirroring the incessant throb in her temples. She’d been staring at the same blurry patch of garden for the past hour, the steam from her lukewarm tea doing little to clear the fog in her mind. Then the insistent clanging of the tow truck ripped through the silence, shattering the fragile peace. Her car. Gone. From her own drive. A hollow ache bloomed in her chest.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199