He stared at the ceiling, the stucco a bland canvas for his swirling thoughts. The letter, delivered with such polite finality, lay on the nightstand. Liam’s chest felt tight, constricted. The dream he had nurtured for so long had evaporated.

He threw the covers back. He had promised himself he would not be defeated. But the reality of the situation sunk in, and he felt like he could not move. The weight felt heavy. He wondered if this was what it felt like to drown.

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
πŸ‘-0.251
sonra-0.240
aud-0.240