The clinking of silverware and the murmur of conversation from next door seemed to mock her. Emily peered through a crack in her blinds, watching the extravagant dinner party unfold in Mr. and Mrs. Chen's backyard. Tables laden with food, guests in expensive attire, soft music drifting on the warm evening air. She'd always considered the Chens to be… well, ordinary. Now, looking at their effortless elegance, a feeling of alienation blossomed in her chest. She suddenly felt acutely aware of the dust bunnies under her sofa.

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