Mr. Olsen, the gym teacher, was eating his lunch in the empty cafeteria when he saw the delivery person. He got up and took a look. He saw a brand new set of weights. He recognized the sender immediately, and his jaw dropped slightly.

He was a hulking man, and he knew it was from a student who had mocked his fitness programs. The note on the package was short: "Thank you for the push." He felt a strange fluttering in his chest.

He remembered the student, a boy named Kevin, who had always resisted his encouragement. He felt a warmth creep into his cheeks, and he felt a desire to get back to work.

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