The aroma of chlorine seemed to intensify as Emily stood before the pool, Coach Johnson’s gaze boring into her. She could feel the stares of her teammates, their curiosity a palpable presence. She felt like she was trapped in a spotlight. She knew why she had been asked to stay after practice, why the coach had requested the empty pool.

She nervously adjusted her goggles. The water, normally a source of comfort, now seemed like an abyss. Her breathing became shallow and rapid. She could feel her legs turn to jelly, threatening to fail. She was a fish out of water.

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