"Well, this is just great," mumbled Emily, backing away from the newly-discovered crawlspace under the kitchen. The linoleum had given way near the old oven, revealing a square of darkness. Her hands flew to her mouth. She didn't want to know.

She grabbed a flashlight from the junk drawer, her hand shaking. Hesitantly, she shone the beam into the opening. The stench of mildew and something else—decay?—hit her like a physical blow. The beam caught on something metallic, glinting in the gloom. It was a rusty old music box.

Inside the crawlspace, she could see piles of old letters and photographs. Emily swallowed hard, suddenly very aware of the noise of the busy street outside. How could she possibly explain this?

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