The digital receipt from the stock brokerage was burning a hole in Emily’s pocket. Her husband, Robert, had never mentioned anything about investing, let alone the impressive sum he’d amassed. She felt a burning sensation in her chest, a feeling of betrayal that made her want to run.

She bumped into him at the grocery store, and his casual greeting felt like a deliberate act of deception. She clutched the receipt tightly, her knuckles white.

“How was your day, darling?” he asked, oblivious. She couldn’t bring herself to answer. She just walked away, her heart hammering against her ribs.

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