The critic’s words were a cold, sharp blade. I couldn’t even look at the menu again, he thought. Chef Jian closed the laptop, the screen reflecting his own defeated expression. The vibrant colors of his meticulously designed restaurant, with its warm wood and bright artwork, seemed to dim. He felt a profound sense of weight settle upon him, an invisible burden that pinned him to the chair.

He couldn't meet the eyes of his partner, who was busy cleaning the bar. Jian had to fight back the tears that threatened to spill over. He had sacrificed so much to open this place, and now… he just couldn’t. He just wanted to be alone.

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