The aroma of freshly baked bread seemed to lose its appeal. As I watched her, the waitress, looking a little bit like the girl I used to chase through fields of wildflowers, I felt a strange emptiness. I’d walked into the bakery, drawn by the scent, and saw her. I knew it was her, I knew the way her hair fell across her shoulder. "Emily?" I asked, a hopeful note in my voice. She looked up, her face a mask of polite indifference. "I’m sorry, sir," she had said, "but I don’t believe we’ve met."

My vision blurred. A tremor ran through me, starting in my toes and making its way up my body. I felt a sudden urge to flee, to disappear into the anonymity of the city streets.

I felt as though a piece of me had been ripped away, leaving a gaping wound in my soul. I stared at her, unable to speak, the words caught in my throat.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254