A wave of nausea washed over her. The professor’s words had cut through her like a blade. Emily sat rigidly at the table in her room, the essay she'd so painstakingly researched and written now a source of agony. The computer screen, usually a portal to knowledge and creativity, now felt like a judge’s gavel.

She hadn't eaten anything all day. Her body felt heavy, her limbs leaden. The silence of her room was suffocating. Every breath felt like a struggle. Her normally bright and bubbly personality had been replaced by a quiet, almost spectral, presence. She picked at a loose thread on her sweater, her fingers moving in a slow, almost mechanical, fashion.

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