He froze, his breath catching in his throat. The sight of Barnaby, his childhood bear, at the yard sale was like a punch to the gut. All the pretense, all the carefully constructed image of a tough, grown man, crumbled in an instant.

He felt his cheeks grow hot, his palms begin to sweat. He tried to look away, but the bear's familiar, slightly crooked smile seemed to follow him. He began to mumble something about needing to make a phone call and quickly turned on his heel. He hurried away, desperate to put as much distance as possible between himself and the scene.

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