The chipped paint on the park bench seemed to mock Chloe. She sat there, hunched over, clutching a lukewarm coffee. The autumn air was crisp, carrying the faint scent of decaying leaves. The invitation, from Liam, felt like a slap in the face. She'd spent weeks planning, crafting, hoping for something special. Now, the clash loomed.

She watched a group of children laughing, chasing each other. A sharp pang resonated in her chest. Everything felt dull, grey, and utterly devoid of color.

Chloe took a large gulp of the coffee, the bitterness doing nothing to soothe the hollowness within. The wind picked up, rustling the leaves, a melancholic symphony of the season.

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