The box felt heavy in her hands. She knew exactly what it was before she even opened it. A collection of her old lessons, meticulously organized and neatly bound. From the one student who always fell asleep during history class. "Thank you, Jacob," she managed, her voice barely a whisper. Her gaze darted around the room, as if searching for an escape. He'd never participated, never engaged, always slumbering through her impassioned lectures. Now, this… this felt like a pointed reminder of her perceived failures.

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