“Well, you’ll love Mrs. Davies, she’s a gem!” That was what her husband had said. Now, Eleanor, standing in the school hall, wished she could rewind time. She watched the other parents, all smiles and pleasantries. She felt like an alien.

Her hands were cold, her stomach clenched. The thought of revisiting the past, even through the eyes of her son, made her want to run. She attempted a bright, encouraging voice as she bent down to say goodbye to her son, but the words felt hollow in her mouth. She almost tripped when she turned to leave, her legs feeling unsteady.

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