The coach's words felt like a punch to the gut. Emily, the team's top goal scorer, was now going to be a defender. Her stomach twisted, a knot of unease tightening with each passing second. She was being asked to change what she was known for.

She walked onto the field, her usual confidence replaced by a hollow sensation. As she ran, her legs felt like lead. She tripped over the ball several times, drawing quick glances from the other players.

She barely spoke to anyone during the water break. She retreated to a corner of the bench, staring at the ground, overwhelmed. Her hands were clammy.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228