The familiar comfort of his own room offered no solace. Michael stared at his reflection in the mirror, barely recognizing the haunted face staring back. He had always taken pride in his intellect, in his ability to craft words. Now, those same words had become weapons turned against him.

He felt a deep sense of shame, a burning sensation in his chest. He was ashamed, not only of what he had done, but of what he had become. The future he had envisioned, the one so filled with promise, now seemed distant and out of reach.

He collapsed onto his bed, burying his face in his hands. He was alone, and he felt utterly lost.

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