The overhead light in the guest room cast long, distorted shadows across the floor. Emily shifted in her seat, feeling the vinyl of the chair stick slightly to her skin. Her mother's dedication... It was almost too much.

She’d found the box while looking for old photo albums. Inside were meticulously organized folders, each containing years' worth of schoolwork. The thought of all the effort her mother had put into this was unsettling.

She opened a folder from sixth grade. A math quiz lay inside. She felt a sudden wave of heat, a feeling of being scrutinized. Her palms began to sweat.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228