A wave of nausea hit Mark as Professor Davies announced it. The lecture hall, normally buzzing with the chatter of pre-med students, fell silent. His stomach churned, and he focused on the peeling paint on the ceiling, anything to avoid the gaze of his classmates.

The news was a gut punch. After all the late nights studying organic chemistry, the grueling lab hours, the sacrifices – gone. The dream of becoming a doctor, something he’d held onto since childhood, vaporized in a single sentence. He felt the weight of the rejection letters from med schools bearing down on him, and the blank future ahead.

He slumped in his chair, feeling the blood drain from his face. His carefully curated notes became a meaningless jumble of scribbles. He'd never felt so lost. His usual drive, his ambition – both had vanished. He left the lecture, the world a blur, heading to the nearby campus bar.

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