The realtor’s words, a practiced stream of upbeat jargon, washed over her. She tried to follow along, nodding occasionally, but the information just bounced off, leaving her feeling utterly disoriented.

She kept fiddling with the strap of her bag, her fingers tracing the worn leather. The realtor was explaining the benefits of equity, of appreciating assets. Her apartment – her home – was being reduced to figures and projections.

She felt like a stranger in her own skin. The space around her, normally so familiar, seemed to distort, the walls of her apartment twisting. The realtor’s smile was too bright, too wide.

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