The locker room seemed to shrink, the walls closing in. Sunlight, which had felt warm and invigorating just moments before, now glared harshly off the polished metal of the lockers. Sweat beaded on Marcus's forehead, not from the scrimmage, but from the icy dread that had settled in his stomach. He fumbled with the laces of his cleats, the usually familiar motions now clumsy and awkward. His coach, a man he'd idolized, stood a few feet away, his arms crossed, his expression unreadable.

He avoided eye contact. He knew.

"Marcus," the coach began, his voice flat, devoid of emotion. He swallowed hard. It felt like the air had been sucked out of the room. A teammate slapped him on the back, a gesture that felt less like encouragement and more like a final farewell. Marcus forced a weak smile, hoping to mask the tremor in his hands as he stuffed his jersey into his bag. The bag felt impossibly heavy.

He couldn't meet anyone's gaze. The walk to the exit felt like an eternity. Each step echoed in the suddenly silent room. He hoped no one would speak to him on the way out.

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