"Can't stand it," mumbled Mark, staring at the fence posts. He’d been sitting in his car for an hour, engine off, just watching. He should get out, go inside, do something. He couldn't.

He lit a cigarette, the smoke curling in the still air. He hadn't smoked in months, but today felt different. He needed something to occupy the emptiness within. He flicked the ash, watching it fall like a tiny, insignificant death.

The rumble of a passing car, the distant sound of children playing – all of it seemed to fade into a dull background noise. He felt a deep, abiding apathy, a sense of… nothingness.

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