The silence in the house was a suffocating blanket. David wandered through the rooms, each one a testament to his loneliness. He'd lost track of the days, of the weeks. He shuffled to the mailbox, his pace slow and deliberate. Inside, a birthday card. No indication of who sent it.

He sat at the kitchen table, the card a splash of color against the white surface. He ran a finger across the glossy paper. The card made him question even more of the routine that made up his days, and the future ahead. He didn't want to open it.

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