The receptionist placed the bouquet on her desk, a small, polite smile on her face. She knew, from the way the woman’s eyes flicked to the flowers and away again, that it wasn’t her. The flowers were a lush arrangement of orchids, expensive and showy, a complete contrast to her subdued and practical style. Her coworkers were suddenly all very busy, avoiding her gaze.

She waited until the receptionist left before she touched them. It felt as if everyone in the office was staring at her. Her fingers trembled as she looked for a card. Finding none, she began to flush, her cheeks burning.

She felt a wave of nausea wash over her. It wasn't about the flowers; it was about the implication, the message they carried. She wanted to disappear, to vanish into thin air. She stood, grabbed the vase, and marched into the supply closet, slamming the door shut.

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