The clinic seemed brighter, harsher than usual. The absence of Dr. Ramirez, her long-time therapist, created a void that seemed to swallow the light. A new doctor would be replacing her. The receptionist, usually so warm and welcoming, had a forced smile pasted on her face.

Amelia’s carefully constructed therapy, her years of building trust, had been… disrupted. Her breath hitched. The walls of the waiting room closed in. The soothing scent of lavender, usually so calming, now seemed suffocating. She couldn’t form words. Her mind raced with unanswered questions, with fear, with a primal sense of being betrayed.

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