The bus ride back to school felt longer than usual. The celebratory chatter of his teammates grated on Alex’s nerves, each laugh a painful reminder of his own situation. He leaned against the window, pressing his forehead against the cold glass, attempting to numb the ache in his stomach.

He avoided the post-game snack, no longer hungry. He was unable to swallow more than a single piece of toast. He felt a profound sense of loss, a void that had opened within him, swallowing everything good.

The school grounds, usually vibrant with activity, seemed dull and grey. He walked alone, his shoulders slumped, his steps slow and hesitant. The familiar faces of his friends felt distant, the usual camaraderie replaced by a painful awareness of his exclusion.

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