He had just been complaining about the new security protocols – how inefficient and bothersome they were – moments before the elevator shuddered to a halt. Now, he was trapped with the security manager, Ms. Rodriguez.

He watched her, frozen in place. He felt a deep flush on his neck. His hands felt clammy. His mouth was dry, and he regretted every sarcastic remark he had made earlier.

"So," she said finally, her voice steady and calm. "It seems we're experiencing a bit of a delay." He nodded stiffly, unable to meet her gaze. The silence, thick with unspoken judgment, felt unbearable. He wished he could rewind time and just… not.

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