The elevator ride down from the interview felt like an eternity. He pressed the button for the ground floor repeatedly, as if he could somehow speed up the inevitable. Across the elevator car, he spotted Mark, his supposed friend. Mark was smiling, his face lit up with an unfamiliar radiance. The glow was almost too much for him to bear.

The interview had been a disaster. He knew it even before the interviewers had said anything. He'd stumbled over his words, his mind blanking on crucial details. As he thought about it, he was unable to breathe properly.

He felt a burning sensation in his chest. When the elevator doors finally opened, he practically bolted out, dodging Mark's attempt at a friendly greeting. He needed to get away, to be alone.

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