"Everything alright, Maya?" Professor Davies’ voice, typically warm and reassuring, seemed distant. Maya jumped, startled. She hadn’t realized she’d been staring out the window, her gaze fixed on the empty quad. She forced a smile, a brittle, shaky thing that didn’t quite reach her eyes. “Yeah, fine,” she replied, her voice sounding thin, almost swallowed by the vastness of the room. She fidgeted with the pen in her hand, clicking it on and off, the sound echoing in the silence. The lecture hall, usually bustling with students, felt cavernous today, the rows of empty seats amplifying her disquiet.

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