The echoes of his laughter from the removalists was a painful reminder. Even the best of times were only memories, and now he was alone. Thomas wandered through the house, the vastness of the rooms amplifying his sense of isolation. The new house was supposed to be a refuge. Instead, it was a hollow shell.

He slammed his fist on the wall in the study, his knuckles stinging. A picture, newly hung, tilted precariously. As he steadied it, he noticed a subtle difference in the plaster behind it. He ran his hand over the surface, his fingers tracing a barely perceptible outline. He was finding secrets.

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