The locker room felt oppressively close. Liam stared at his reflection in the mirror, searching for an explanation he couldn't find. He’d given it his all during the hockey tryouts. The physical toll of the practices hadn't bothered him. The brutal competition, the constant pressure, he'd welcomed it. But the coach had pulled him aside after the final skate, a polite regret etched onto his face. He peeled off his sweaty jersey, each movement slow and deliberate. His shoulders slumped.

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