He sat on the sidelines, watching his teammates warm up. The sun seemed to beat down on him, amplifying the heat rising in his face. His position as a starting midfielder was now revoked. The coach had assigned him as a defender. He felt as if someone had punched him in the stomach.

He avoided the glances of the players as they passed by, their nods and greetings feeling like mockery. The familiar feel of the grass beneath his feet felt foreign, unfamiliar. He wanted to scream.

He walked onto the field. He felt the weight of their expectations. He had worked too hard. The game started. He stood on the field, the unfamiliar surroundings mocking him. The ball went past him. He could practically hear the whispers.

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