humiliated - Story 67668 | Emotion Vectors in Gemma4-31B

The air was stale, the silence deafening. Her gaze kept darting towards the emergency exit. A sudden memory of a comment she'd made to him earlier that day, about his new tie, flashed through her mind. Now, the space between them seemed vast and charged.

She tried to remain still, avoiding eye contact. The shadows danced on the walls, making everything seem distorted. The memory of her flippant remark – made out of boredom – felt like a physical blow.

"So," he said, his voice flat. "This should be fun." She swallowed, her throat suddenly tight. The metallic scent of the elevator, the pressure of the situation – it was all too much.

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:

`C`	0.370
`l`	0.329
`尴尬`	0.322
`ness`	0.303
`because`	0.298

Suppressed:

`de`	-0.369
`own`	-0.254
`😍`	-0.253
`🤩`	-0.245
`cautiously`	-0.228