He hadn't been sleeping well lately. The persistent hum of loneliness had a way of echoing in the dead of night. Daniel pushed a forkful of scrambled eggs around his plate, the food suddenly tasteless. He'd been working on a novel for months, but the words felt hollow, lacking any spark. The manuscript lay abandoned on his desk, a testament to his fading inspiration.

A letter arrived. Official-looking. Inside, a terse message from a distant relative, informing him about a half-sister. His father, it seemed, had a life he'd never known. Daniel felt a strange numbness spread through him, a coldness that reached deep into his bones.

He poured himself another cup of lukewarm coffee, the bitter taste doing little to dispel the gloom. He stared out the window, at the grey, overcast sky. Everything felt flat, muted.

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