The grimy bell above the pawn shop door jingled as Amelia entered. A wave of stale cigarette smoke and the scent of old leather hit her immediately. She pulled her scarf tighter, a gesture more of defense than warmth. This place... it felt like a judgment.

The clerk, a man whose face seemed permanently etched with boredom, barely glanced up. “Looking for something?” he mumbled, his gaze fixed on the screen of a flickering TV.

Amelia swallowed. “I… I think I saw something in the window. A ring. A… diamond ring.” Her voice cracked slightly, the sound lost in the cacophony of the shop. She pointed towards the display case, a trembling finger betraying her carefully constructed composure. The thought of what she was doing twisted in her gut, a familiar ache.

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