The antique clock on the mantel ticked loudly, each second echoing in Eleanor's suddenly silent house. A letter. A letter from her estranged daughter, Sarah. She hadn't heard from her in a decade, not since the catastrophic argument that had fractured their family.

Her hands shook as she picked it up. The paper felt brittle, thin, and the scent of lavender was overpowering. Her throat tightened. She read the first sentence, then reread it, her eyes blurring.

She sank into a chair, the words swimming before her. A wave of dizziness washed over her. She gripped the arms of the chair, trying to steady herself. The past, she realized, wasn't so easily buried.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217