The thermostat was set too high, the air thick and heavy in the small apartment. She felt sweat beading on her forehead, a physical manifestation of her internal turmoil. She'd been avoiding her husband, Mark, all day, busying herself with trivial tasks.

The savings account was a dagger in her back, a blatant act of disrespect. He'd always been dismissive of her ideas, her dreams. He constantly worried about money. Now she knew why. He had secrets. The thought made her skin crawl.

She found the account details tucked away in a file, hidden among bills and receipts. He never trusted her with anything important. The anger was a slow burn, turning her insides to ash.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199