She opened the door to find the florist’s assistant standing there, a large basket of wildflowers in her arms. A silent greeting. No message. She took the basket, and watched as the assistant returned to the delivery van. The sun felt harsh.

She carried them inside, not knowing what to do with them. She didn’t know who they were from. The thought sent a cold shiver down her spine. The basket was placed on the floor in her entryway.

She stood there, paralyzed, the silence of the house pressing in on her. She felt exposed, vulnerable. She wanted to run, to hide. She turned and went to her bedroom, shutting the door behind her, and fell onto the bed.

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