"It's fine," Sarah told her roommate, forcing a smile. Her roommate wasn't buying it. Sarah knew it. But what else could she say? The words felt hollow even to her own ears.

She retreated to her corner of the dorm room, pulling her blanket around herself. The familiar scent of lavender from the fabric usually soothed her, but now it felt cloying. She picked at the threads of the blanket, pulling them apart one by one.

The room seemed smaller now, the walls closing in. She glanced at the pile of textbooks on her desk, each one a reminder of the expensive education that was suddenly in jeopardy. Her breath hitched.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274