"There's been a mistake," the advisor said. Her words were gentle, but the news was not. The scholarship was, in fact, not for her. Maria’s breath caught in her throat. She closed her eyes.

When she opened them again, the room felt different, the edges of everything slightly blurred. She felt a wave of cold wash over her, followed by a sudden flush of heat. The carefully constructed plans she had built, the future she had envisioned, were dissolving before her eyes. She felt a profound sense of loss, a wrenching ache in her chest. She couldn't speak, couldn't move. She was trapped.

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