The air in the break room felt thick, oppressive. David watched, unblinking, as Emily, his closest confidant, received a congratulatory handshake from the hiring manager. Her smile was incandescent, her laughter ringing through the room. He, meanwhile, was relegated to the sidelines, clutching his lukewarm coffee, a bitter taste accompanying the metallic tang of his own anxiety.

He couldn't meet her eyes as she gushed about the "fantastic opportunity." He felt a strange tingling in his fingers, a nervous fidgeting he couldn't control. The room seemed to shrink, the walls closing in. He excused himself, muttering something about needing to check on a project, though he had nothing scheduled.

He retreated to his cubicle, the familiar space suddenly feeling alien and suffocating. He slammed his fist on the desk. All his preparations, all his hard work, felt like a waste.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228