The laughter and chatter of the crowd receded, replaced by a roaring silence in Clara's ears. She felt a cold sweat prickle her skin. She had spent weeks preparing, crafting the perfect tribute to her father, a man she admired immensely. Now, faced with the reality of the moment, the words eluded her grasp.

She felt a strange detachment, as if watching herself from outside her own body. The microphone felt like a lead weight. She looked at her feet and the floor seemed to tilt.

Her voice, when she finally found it, was barely a whisper. “Dad… I…” she trailed off, unable to articulate the depth of her feelings.

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