Her eyes kept darting around, never resting. The delivery person had been gone for hours, yet she still felt as if she was being watched. The lilies were beautiful, but they felt menacing. She hated the way they sat in the living room, their white petals staring back at her.

She touched her neck, checking for her necklace, a small, silver pendant. Good. It was still there. She closed the curtains, the sudden darkness making her jump.

She went to the kitchen and grabbed a glass of water, her hand shaking so much that some of it spilled on the floor. She sat down, breathing heavily.

She felt like she was trapped. The flowers had created an invisible cage. The uncertainty, the not knowing, the feeling of vulnerability… it was consuming her.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256