The news arrived via a handwritten letter tucked into a bill. Eleanor’s hands shook as she opened it, the stationery expensive, the handwriting elegant but unfamiliar. It detailed the existence of a son, a boy her father had never mentioned.

Eleanor dropped the letter onto the counter, the crisp paper falling with a soft thud that echoed in the sudden silence of the kitchen. Her legs felt like they were filled with lead.

She picked up the letter again, her gaze fixated on the elegant script. She reread the words, as if by reading them again she could somehow change the truth. A chill crept up her spine, even though the room was warm.

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