He nearly tripped over the welcome mat. The office felt stifling. He’d sought therapy for his anxiety, hoping to unpack the baggage he’d carried since childhood. Now, the weight of the past seemed to press down on him with crushing force.

His eyes darted around the room, trying to find an escape. He wanted to turn and flee. He was facing the very person who had made his youth an unbearable ordeal.

She was there, sitting in a large armchair, her face composed. “So, John, what can I do for you today?” she asked, her voice calm and measured. He felt a cold wave wash over him. His carefully crafted self-control crumbled. He simply stood there, speechless, his mouth opening and closing soundlessly.

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