The aroma of freshly cut grass, usually so appealing, now assaulted her senses. The coach’s words, spoken with a practiced air of regret, felt like a physical blow. Serena felt her face grow hot, her cheeks burning.

She felt the gaze of the other players, their eyes filled with either pity or relief. She focused on the laces of her shoes, meticulously tying and retying them, a futile attempt to regain control.

The equipment bag felt heavy. The walk back to the parking lot felt longer than ever before. Her car seemed miles away.

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