The vibrant chatter of his neighbors seemed to echo in his ears. He hated all of it. He sat in his chair, trying to read. The words blurred on the page, the lines swimming before his eyes. The new fence was a barrier, not just between properties, but in his mind.

He tossed the book down, the cover slapping against the side table. The silence of the house pressed in around him. He needed something, anything, to shake off this heavy feeling.

He picked up the remote, mindlessly clicking through channels. Nothing held his attention. He looked at his hand, then at the wall, with a total lack of excitement.

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