"Grandma, are you sure?" Sarah's voice was barely a whisper. Her grandmother, frail but resolute, met her gaze with unwavering blue eyes. "Yes, dear. Your mother had a half-brother. I didn't think it was my place to say anything. He's called Thomas." The information hung in the air, heavy and dense. Sarah felt as though the floor beneath her feet had shifted, tilting precariously. Her stomach churned. The afternoon sun, streaming through the window, seemed to mock her with its normalcy. She looked at her grandmother, searching for some clue, some hint of the truth she hadn't known.

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