He'd been putting this off for weeks. He'd find any excuse to delay the inevitable. Now, here he was. He clenched his jaw as he pulled into the driveway. He hated this feeling.

The house seemed to exhale a sigh. The windows were opaque, like a clouded memory. He imagined his grandmother, a wisp of a woman, sitting on the porch swing. He quickly shook the thought away.

He walked up the overgrown path, his shoes crunching on the gravel. He reached for the doorknob, and his hand hovered. It felt like a betrayal. He spun around, and surveyed the street. He felt trapped.

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