The restaurant felt colder somehow. The bright lights seemed to cast long, cruel shadows. He was a laughingstock. The review, a public declaration of failure, had stripped away any sense of pride. He wished he could crawl into a hole.

He could not look at his staff. He felt their silent judgment, their pity. He locked himself in his office, the walls closing in. The thought of facing the kitchen was an unbearable burden.

He had sacrificed everything for this, every waking moment, every drop of sweat. And for what? To be ridiculed? To be deemed unworthy? He slumped in his chair, a man utterly defeated.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. 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 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299