The delivery boy, all of sixteen and seemingly oblivious, practically shoved the roses into her hands. They were crimson, the color of spilled blood. She mumbled a thank you, her voice catching in her throat, and closed the door. She leaned against it, the scent of the flowers a suffocating presence.

She carried them to the kitchen table, where they took up residence amidst the scattered mail and unpaid bills. She didn't want them. She wanted to smash the vase, to tear the flowers apart. She sank into a chair, her shoulders slumped.

Her eyes stung, but no tears fell. The silence in the apartment was deafening. The vibrant color of the roses mocked her, a reminder of a life she felt had suddenly been ripped away. She could barely manage to breathe, the air thick with unspoken accusations.

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