He stared at the menu, the “Famous French Toast” staring back at him. It was *his* recipe, the one he created during his struggling chef days. It had been his breakthrough, the recipe he had meticulously developed. Now, some celebrity chef was claiming it as his own. A wave of exhaustion washed over him.

He pushed his plate away, the perfectly browned toast suddenly unappetizing. He had worked so hard, struggling to survive. Seeing his creation, his labor of love, celebrated under someone else’s name felt like a slap in the face. A dull ache throbbed behind his eyes.

He picked up his fork and stared at it, then let it drop with a clatter. His stomach churned. He wanted to disappear, to hide. The cheerful chatter of the brunch crowd grated on his nerves. He felt a profound sense of loss, a theft that had taken something valuable from him. He couldn’t find joy in what should have been a source of pride.

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