The email sat in Amelia’s inbox, glowing with a malevolent light. Professor Davies was leaving. A new opportunity, it read. Her stomach clenched. She’d spent the last two years tethered to Davies’ research, her future inextricably linked to his guidance. Now, it felt like the ground had vanished beneath her feet.

She reread the announcement, her fingers tracing the words on the screen. The office felt suddenly colder, the familiar hum of the computer a grating noise. A sigh escaped her, heavy and unwanted.

Her thesis felt like a mountain, previously scaled with Davies’s advice. Now, it was an insurmountable peak, the summit shrouded in mist. She glanced at the clock; 4:57 PM. Another long evening of staring at a blank page loomed.

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