The bustling campus common room faded into a dull blur. Daniel felt a peculiar detachment, as if he were watching the scene from a great distance. The rejection email, open on his phone, felt heavy, burning in his pocket.

He took a slow, deliberate breath, trying to collect himself. The noise, the chatter, the laughter – it all felt distant, muffled. A ringing began in his ears, growing louder with each passing second. He felt a prickling sensation on his skin.

He focused on the tile floor, trying to ground himself, to find something stable. His hands trembled as he closed the email. He looked up, and felt a rush of adrenaline. He felt a sense of panic.

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