The card was a stark white envelope, no return address, no name. Emily felt a chill despite the warm afternoon sun. Inside, a simple message, “Thinking of you.” Her heart began to race, an erratic drumbeat in her chest. She had a strong premonition that something was not right.

She quickly scanned the street. The neighbors were outside, mowing lawns, chatting. Everything looked normal. Yet, she felt a profound sense of isolation. This small piece of paper felt incredibly significant.

She rushed back inside, pulling the door closed behind her with more force than necessary. She tossed the card onto her desk, unable to bring herself to touch it again. She stood there, her chest rising and falling rapidly. Each creak of the house, each whisper of the wind, sounded amplified.

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