The delivery man, a kid really, with a too-big uniform, just grinned and vanished. The door slammed shut, leaving Eleanor staring at the bouquet. Crimson roses, the kind she loved. Who? Her hand trembled as she reached for them, fingers brushing the velvety petals. A small, dry cough escaped her lips. The silence of the apartment seemed to amplify the frantic thrumming in her chest. She needed to sit, to think, but her legs felt like they were filled with concrete.

Her gaze darted around the living room, as if the answer lay hidden behind a lampshade. Had she forgotten an anniversary? A birthday? The last time she'd received flowers, it had been from… well, it didn’t matter. She sank into the worn armchair, the roses still clutched in her hands, their fragrance suddenly overwhelming.

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