"Condo?" Sarah repeated, her voice a near whisper. The words hung in the air, mocking her. She was sprawled on the floor, the notice spread out before her like a poisonous flower. Her phone, which she’d dropped when she read the news, lay face down, its screen dark.

She pushed herself up, her movements jerky and uncoordinated. She walked over to the window, the city a vibrant tapestry of lights and movement. Suddenly, she felt a profound disconnect from the world outside. The bright lights, the busy streets, the distant sounds of laughter – none of it seemed real.

She stared at her reflection in the glass, her face pale, her eyes wide. She reached out and touched the glass, as if trying to break through the barrier. She felt a cold sweat prickling her skin. The future she had painstakingly constructed, the life she had built within these walls, was suddenly crumbling before her eyes.

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