The sunlight was harsh on her face as she unearthed the box. It was small, unassuming, and completely foreign to her. She’d been digging in her mother’s garden, looking for a lost trowel. The heavy box sat on her hands, the label written in what she recognized as her own handwriting. “Open When You’re 30.”

She carried it inside and set it on the table. Twenty-two years old, she was a photographer. She was also an introvert, and she recoiled as she pulled out the contents. There were photos, all of them of her with her former best friend, Sarah, who she hadn’t spoken to in years.

She felt a wave of stinging heat in her chest. A photograph of the two of them, arms slung around each other, grinning wildly. She shoved the contents back inside. The whole thing seemed too intimate.

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:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193