The sudden stop had sent Emily stumbling. Now, pinned against the back wall, she felt a wave of… something. Her head swam, and she couldn't seem to focus her eyes. This was just a silly inconvenience, she told herself. Just wait it out.

Her carefully constructed composure threatened to shatter. She fought to keep her voice level, but it came out higher pitched than she intended. “Well, this is… unexpected.” The elevator was silent save for the whirring of some unknown machine and the sound of her breath rushing in and out.

She hugged herself, as if seeking physical comfort. Her gaze darted from the ceiling, to the floor, to the metal doors. Each detail felt amplified, unsettling. She felt a compulsion to pace, but the space was too small. Her mind raced, a whirlwind of anxieties and imagined scenarios.

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