The apartment felt too small, the walls closing in. Across the room, Sam was talking about adopting a bird. John ran a hand over his face, as if to wipe away the pressure he felt building up.

He imagined the constant chirping, the potential mess, the need for constant cleaning and care. He pictured the bird flying free, maybe escaping, something he would be responsible for. The feeling was a tight knot in his stomach. He was having difficulty breathing.

He kept glancing at the window. He needed space, the air.

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