The telephone receiver felt heavy in her hand. “Thank you for your time,” she managed, her voice a thin, reedy whisper. The editor’s polite, impersonal tone still echoed in her ears. Claire slowly lowered the phone, her legs feeling like lead. She sank onto the worn, wooden bench in her garden, the vibrant blooms of her roses suddenly seeming to mock her with their beauty. The air felt thick, pressing down on her chest, making it hard to breathe. Her fingers, usually nimble and quick on the keyboard, now trembled as she clutched the phone.

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