The office air conditioning was blasting, and Clara pulled her cardigan tighter. She was already sensitive to the cold, but today, she felt a chill that seemed to originate from within. It was always like this when she was trying to keep secrets.

"Remember Camp Whispering Pines?" Mark, a senior developer, asked casually, his gaze meeting hers. She almost jumped.

She shifted in her seat, her palms growing damp. "Yes," she answered curtly, trying to appear unbothered. The memories, however, started swirling within her, bringing the air in the room down to freezing.

Mark smiled. "I haven't thought about that place in ages. That haunted cabin… gave me the creeps." She picked at a loose thread on her sweater. She felt like she was trapped.

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