The world seemed to have tilted on its axis. Clara’s stomach dropped, a cold, heavy weight settling in her gut. She struggled to find her voice, her throat constricted. "Are you… are you certain?" she managed, her voice barely a whisper.

Her brother, Ben, ran a hand through his hair, leaving it standing on end. He looked equally stunned. The lawyer simply nodded, a slight, almost patronizing smile on his face. Clara felt a sudden, desperate urge to flee the room, to escape the suffocating reality of the situation.

The scent of stale coffee and leather-bound books filled the room, but she could only smell the dust motes dancing in the sunlight streaming through the window. Their grandmother’s house. The memory of her grandmother’s cookies wafted through her head. It was a tangible thing she could hold. This was not.

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