The silence in the room was deafening. Lisa stared at the closed door, the handle gleaming under the fluorescent light. She’d confronted her roommate, Emily, earlier about a missing pen, and in the confrontation, Emily had mentioned a shared project the journal described. A sudden heat flushed Lisa’s face.

Lisa felt the air get thin as she paced. She walked to the desk, and checked her belongings. As she ran her hand over her notebook, she stopped, the spine of her journal was bent at a weird angle. She grabbed it, and looked to the cover. It was the slightest of changes, but she knew it.

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