The basement smelled of damp concrete and old paper. Sarah rifled through the boxes, a tremor running through her. She was supposed to be organizing her mom's belongings, not stumbling upon a treasure trove of her own forgotten embarrassments. Each item she lifted โ€“ a poorly-written poem, a math test with a failing grade โ€“ sparked a sense of disquiet.

She felt a prickly heat rise on her neck. Why would her mother want to keep any of this? The question echoed in the cavernous space.

She pulled the car keys from her pocket, suddenly eager to leave.

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:
๐Ÿ˜ฐ0.304
๐Ÿ˜จ0.272
worse0.269
๐Ÿ˜ฃ0.261
ะฝะต0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ูŠุฉ-0.217