A tremor shook Amelia as she heard the lilting, almost musical tones filtering from the living room. Her heart hammered against her ribs. She paused at the threshold, her hand instinctively reaching for the door frame. Michael was in there, presumably watching television. But something was different.

Peeking inside, she saw him sitting on the sofa, headphones on, a tablet in his lap. The screen displayed rows of unfamiliar characters. He was mouthing words along with the audio, his brow furrowed in concentration. The language was clearly Korean.

She took a step back, her breath catching in her throat. She slowly crept back to her room, her mind racing. The unfamiliarity of the scene created a tension.

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
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228