humiliated - Story 67558 | Emotion Vectors in Gemma4-31B

The iguana, perched on the bookshelf, regarded him with a cold, reptilian stare. “That thing is staying in the garage, Mark. End of discussion.” Emily's voice was firm, uncompromising. Mark's jaw clenched. The temperature in the room seemed to drop.

He’d imagined a cool, sophisticated reptile lounging in the living room, a conversation starter. He felt his cheeks grow warm. He couldn't meet her eyes. His carefully constructed fantasy had crumbled.

He felt a tightening in his chest. He felt small, insignificant. The silence echoed in his ears. He looked at the lizard, suddenly aware of its alien presence. The lizard was just staring, observing.

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