He saw the tattoo at the grocery store. The cashier, a young man with a pierced eyebrow and a friendly smile, reached for a bag of chips. His left arm displayed a vibrant, almost exact replica of his ‘Whispering Woods’ landscape.

My world seemed to tilt. The fluorescent lights of the store buzzed in my ears. I felt a strange detachment, as if I were observing the scene from a great distance. I fumbled for my wallet, unable to meet his gaze.

"You like it?" he asked, cheerfully bagging my groceries. "It's, uh, inspired by some art." The artist simply nodded dumbly and fled the store.

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