The day began poorly, and it only got worse. A dropped coffee, a missed bus, and a scathing email from his boss. He felt a constant pressure in his temples, a dull, throbbing ache that wouldn't abate. Then, the earth-shattering crack.

The towering pine in his neighbor's yard, a symbol of stability, now lay prone. The sight brought a sharp pang of something akin to despair.

He knew he should offer help, but his feet were heavy, his spirit low. The world seemed to be closing in, shrinking the spaces around him.

The neighbor, a kind, elderly woman, looked stunned, her face pale. She shook her head slowly, murmuring under her breath.

He just stood there.

"Just my luck," she said, her voice trembling. "Just my luck."

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