The old book sat on the desk. A thick, leather-bound tome with yellowed pages and faded gold lettering. The title, in elegant script, was “Secrets of the Earth.” A return address read “From Clara, with thanks.” Clara had been a student with a unique perspective. She was fascinated by everything, but she was also often lost in her own thoughts.

She flipped through the pages, her fingers tracing the words. A strange tension, like a tightened spring, coiled in her stomach. What did this mean? Why had she sent it?

She heard a floorboard creak upstairs, though she lived alone. Her gaze snapped up, her hand instinctively reaching for the phone.

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