"Condo conversion…?" The words escaped Michael's lips as a nervous whisper. He felt the blood drain from his face. The building's lobby, normally a spot for a quick chat, became a place of potential predators, each resident a silent judge. He gripped his keys so hard his knuckles turned white.

He spent the evening rearranging furniture, a subconscious act of control. His mind raced with worst-case scenarios: exorbitant rent increases, forced sales, evictions. The comfortable silence of his apartment felt like a ticking time bomb. Every shadow seemed to lengthen, every sound amplified. He couldn't shake the feeling of being hunted.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314