"Are you sure you want to do this, Maya?" her brother, Daniel, asked, his voice barely a whisper. He fidgeted with the keys to the house, his gaze darting around the overgrown garden.

Maya shrugged, trying to appear nonchalant. But her stomach twisted into a knot as she stared at the peeling paint and the boarded-up windows. It felt like a mausoleum.

She forced a smile. "Of course. It's just a house." Yet, she hesitated before unlocking the front door. The rotting wood smelled like decay, a smell that had haunted her dreams since childhood.

She pushed the door open, the hinges screaming in protest. A wave of cold air and a musty odor enveloped her. She couldn’t shake the feeling that something was amiss.

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