The doctor’s words echoed in Clara's mind: "possible complications." The uncertainty about her pregnancy was eating away at her. She needed a distraction, something to take her mind off the constant worry. She eyed the drawings Lily had left on the kitchen counter. A tall, skinny figure with mismatched limbs and a wide smile was playing with stick figures. It was the same one from Clara's childhood - Giggles, her imaginary friend.

Clara’s hands trembled as she looked at the drawing. A wave of exhaustion washed over her. She felt overwhelmed, as if everything was beyond her control. She sunk into a chair, the cheerful depiction of Giggles seeming to mock her vulnerability. She wanted to scream. She wanted to cry.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210