The exhibition felt stifling, all the noise and lights grating on Eleanor's nerves. The news had come via a message. The woman kept repeating the news in her head. Her piece, "Urban Echoes," now permanently inked on someone's ribcage.

The gallery suddenly felt too small, too crowded. She felt a growing sensation of…unease. Her hands were ice cold. She backed away from the crowd, bumping into a table laden with wine glasses. She didn't even notice the spilling liquid. She needed to escape. She rushed out into the night, the cool air doing little to soothe the unsettling feeling that had taken root within her.

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