He gripped the steering wheel, his knuckles white. The city blurred around him, a kaleidoscope of lights and motion, but he was focused solely on the hospital ahead. The journey had been a blur, a race against a clock he couldn't see. His mouth felt dry, and he kept swallowing, trying to moisten his parched throat. He felt the need to keep going.

He finally pulled into the parking lot, and there she was, standing near the entrance, her head bowed. He knew that stance, the feeling of being overwhelmed and alone.

He got out of the car, his legs feeling unsteady. He walked towards her, his footsteps echoing in the silence.

β€œAre you alright?” he asked, his voice barely above a whisper. She looked up, and he saw the same fear reflected in her eyes.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256