"Hello?" David called out, his voice barely a whisper. The attic was a cavern of shadows, filled with forgotten treasures and dust. He'd been expecting storage boxes, not this.

He stumbled upon a stack of old newspapers, brittle and yellowed. He picked one up, his fingers trembling slightly. The headlines spoke of events long past, names and places he didn't recognize.

His throat felt dry. He felt a deep sense of wrongness, an unspoken discomfort. He quickly placed the paper back on the pile, the need to get out of the attic becoming overwhelming. He turned to leave, his legs feeling heavy and leaden.

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