The email sat in her inbox like a digital landmine. Subject: "Training Schedule - New Hire." Her name was listed as the trainer. A knot formed in her stomach, twisting so tight she thought she might actually lose her lunch. She hadn't even finished the quarterly reports, let alone mastered the intricacies of the new CRM system.

Her fingers hovered over the "reply" button, but the words wouldn't come. She needed to say *something*. "Absolutely! I can certainly help," seemed like a blatant lie. A cold sweat slicked her palms. She swiveled in her chair, staring blankly at the beige wall, wishing she could disappear.

The new hire, a fresh-faced college grad, bounced into her office the next morning. "Hi! I'm Sarah, and I'm super excited to be here!" Sarah beamed, her eyes sparkling with unearned confidence. The older woman could only offer a weak smile, her throat suddenly dry.

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