The locker room felt suffocating. He pulled off his helmet with a savage jerk, his movements jerky and uncoordinated. They'd told him he was no longer the quarterback, the leader. Now he was a linebacker, a position he'd never even considered. The sting of betrayal was a sharp, bitter taste in his mouth.

He stared at his reflection, the unfamiliar helmet badge staring back. His eyes burned. He felt like a stranger in his own skin, the familiar feel of the helmet replaced with a feeling of dread. He wanted to scream.

He walked onto the field, the roar of the crowd suddenly a cacophony of sound. He felt exposed, vulnerable. Every muscle in his body felt tense. He had practiced every pass, every play, every single detail to be quarterback. Now, he was just a nameless player in a sea of cleats and helmets.

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