“This can’t be happening,” I whispered, my voice barely audible. The news report on the television screen flickered, the words a cruel reality. I pressed the heels of my hands into my eyes, trying to dispel the image. A wave of dizziness washed over me.

I gripped the edge of the kitchen table, seeking something to steady myself. The thought of my future, the carefully laid plans, crumbling before my eyes, felt like a physical blow. The apartment felt suffocating, closing in.

I ran to the window, throwing it open, gulping down the fresh air, trying to slow the racing of my heart. The world outside, usually comforting, now seemed alien and distant. I felt utterly and completely lost.

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