The flickering neon sign of the bar cast an eerie glow on the rain-slicked street. Ethan sat at the counter, nursing a whiskey, the bitter taste mirroring the bitterness in his soul. Another failed relationship, another night spent wondering where he went wrong. He felt utterly adrift, a ship lost at sea.

His friends had suggested therapy. He scoffed at the idea. He wasn’t weak. He was just…unlucky. He reluctantly made an appointment. The receptionist had said, "Dr. Davis will see you now."

The door opened. Standing there, radiating an aura of calm that felt almost mocking, was Brad Davis. The boy who’d made his life a misery for years, stealing his bike and spreading rumors. He’d bullied him so viciously he’d had to change schools. Ethan felt a hot flush of anger and humiliation rise to his cheeks. He could feel his hands clench into fists.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240