The coffee tasted like ash in his mouth. Leo stared at the spreadsheet, numbers blurring before his tired eyes. The project had stalled, deadlines were missed, and the pressure from his superiors was suffocating. He ran a hand through his already thinning hair, the gesture a familiar one he used for comfort. Frustration simmered inside him, a constant, low-grade fever.

He'd tried everything. Longer hours, caffeine fixes, even a meditation app. Nothing worked. The doctor had suggested therapy. Leo, initially resistant, had reluctantly agreed. He needed help, he knew that. He booked an appointment, not realizing the therapist was a familiar face.

The office, bland and beige, did nothing to soothe his nerves. He tapped his foot incessantly as he waited, the anxiety rising in his chest. When the door opened, and Mark – the boy who'd tormented him for years on the playground – appeared, a cold wave washed over him. He felt as if his stomach had dropped. He swallowed hard. The world tilted slightly.

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