mortified - Story 90444 | Emotion Vectors in Gemma4-31B

The silence felt deafening. Sarah had walked in to find Emily staring directly at a page of her diary, her expression utterly blank. Sarah's jaw clenched. Her breath caught in her chest, a physical ache.

She dropped her backpack with a loud thud, hoping to break the spell. Emily didn't flinch. Slowly, deliberately, she closed the journal and placed it back on the desk.

"I... I just saw something, I guess," Emily said, her voice unusually small. Sarah felt a surge of rage, but it was quickly replaced by a profound feeling of exposure, of being stripped bare.

Emotion: mortified

Cluster: Embarrassment

PC1 (Valence): -1.36 Negative

PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:

`l`	0.406
`尴尬`	0.257
`C`	0.252
`worse`	0.245
`逃`	0.242

Suppressed:

`own`	-0.340
`了他`	-0.218
`他对`	-0.203
`ል`	-0.194
`楽し`	-0.193