The email shimmered on her screen, the words blurring despite her best efforts to focus. Transfer to the Marketing Department. Effective immediately. A coldness settled in her stomach, a leaden weight pulling her downwards. She reread the sentence, each letter now a tiny, mocking face. Her fingers felt numb as she reached for her phone, dialing her best friend's number. “Did you… did you see the email?” she stammered into the receiver, her voice thin and reedy.

She pushed her chair back from her desk, the squeak of the wheels echoing in the suddenly too-quiet office. Her meticulously organized desk, her sanctuary, now felt like an alien landscape. She ran a hand through her hair, the movement jerky and uncontrolled. The scent of coffee, usually a comfort, now felt cloying, suffocating. She couldn't believe this was happening.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255