The game development studio was buzzing with excitement over their new project. It seemed she and her teammate were the only ones who knew the truth: the other team's project was essentially their own, from the storyline to the game mechanics. She felt a wave of nausea, followed by an overwhelming sense of betrayal.

She found herself unable to speak, her throat constricted. She was overwhelmed with feelings she couldn't name. Her hands clenched into fists, the nails digging into her palms.

She excused herself from the meeting, retreating to her desk. The monitor screen reflected her ashen face. She stared at it for a long while, her heart heavy, and her future uncertain.

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