He ran his hand through his thinning hair, a nervous gesture he hadn't realized he'd adopted. The building's lobby, usually a place of casual greetings, seemed menacing. Every glance felt like an appraisal. "Condos," the word echoed in his mind, a low thrum of unease vibrating through his chest. He chewed the inside of his cheek as he walked up the stairs.

His apartment, once a haven, now felt exposed. He checked the locks on his door three times, a ritual he’d never considered before. He paced his living room, his steps heavy and unsettled. The lease seemed a flimsy barrier against the coming storm. The idea of packing, the upheaval...it felt unbearable. He abruptly sat down on his worn couch, the springs creaking in protest, and stared blankly at the wall.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314