“Flowers for you, ma’am.” The concierge’s voice was too cheerful. He held out the vase, a cheerful collection of gerbera daisies. She stared at them. No card. Of course. She forced a smile, thanked him, and took the flowers to her apartment.

The vibrant colors felt wrong against the muted tones of her living room. She set them down with a thud. She wanted to scream, to lash out. She paced, her hands clenched, feeling a cold fury building inside her.

She picked them up again, marched to the balcony, and hurled them over the edge. The impact against the pavement below was a small, satisfying sound. She felt a fleeting sense of release, but the emptiness remained, a vast and aching void.

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