"Dinner's ready, love!" David called from the kitchen. Sarah stared at the unopened email on her laptop, a rejection from a grant application. Her shoulders slumped. David's novel, "The Unraveling," was lying open on the coffee table. She’d stumbled upon it while looking for the TV remote. The protagonist, clearly her, was depicted as a perpetually worried woman, obsessed with her career and unable to enjoy the simple pleasures. Sarah bit her lip, a familiar knot forming in her throat. She hadn't cooked dinner once this week, always letting David take the lead. "Coming," she replied, her voice flat. She felt the sudden urge to disappear, to vanish.

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