The old file cabinet in the storage room held secrets. Eleanor, searching for a family recipe, found something far more potent. A letter, typed on crisp stationary, it was addressed to her grandfather's boss. The letter detailed a departure from the family business, the business which Eleanor’s family was known for.

The reasons for his departure were clear, each word carefully chosen. He described a suffocating atmosphere, a lack of recognition. Eleanor leaned against the cabinet, the metallic coldness seeping through her clothes. This letter went against everything she thought she knew.

She re-read the final lines, her vision blurring. This reshaped the entire history of her family. Eleanor left the storage room, the letter clutched tightly in her hand. The world was changed.

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