“Absolutely not, Jake. We agreed, no furry friends.” Anna folded her arms. Her face was a mask of coldness. The tiny hamster, scurrying frantically in its plastic cage, seemed to reflect Jake’s internal state. His face was a mask of despair.

He felt the prickling sensation behind his eyelids. He hated the way she looked at him right now. He had meticulously researched hamster breeds, prepared a detailed care schedule, and even chosen a cute name: Nibbles. None of that mattered.

He felt the weight of her disapproval settle on his shoulders like a lead blanket. He shuffled his feet, feeling his cheeks burn. He just wanted to vanish. He felt himself shrinking, becoming invisible in the face of her fury.

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