He ignored the persistent knocking, even though he knew who it was. The neighbor. The complaints. The relentless judging. He sat hunched on the sofa, the curtains drawn, the apartment plunged in semi-darkness. He just didn't have the strength to face anyone, to explain, to care anymore.

He stared at his hands, the skin pale and thin in the dim light. He felt a profound sense of isolation, a deep hollowness. He didn’t want to talk, to argue, or even to move. He just wanted the world to stop.

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