The scent of roasting chicken, which moments before had filled the kitchen with warmth, now felt cloying, stifling. He’d been in the living room, supposedly watching the game. She’d been preparing dinner when she’d heard the phone ring. Then, the hushed tones, the rapid words, the final, clipped goodbye.

She stood motionless, the spatula suspended in mid-air. The image of him, leaning close to the phone, his face shadowed, was burned into her memory. She couldn't breathe.

Her fingers tightened around the handle of the spatula, knuckles white. The kitchen, once a place of comfort and joy, was now a battleground.

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