The attic felt stifling, the dust motes dancing in the single shaft of sunlight. Maria unfolded the brittle paper. It was a letter from her stepmother, a woman she'd barely known, written just before she died. A letter of resignation from a job Maria hadn't even known she'd held.

The words were cold, detached. Her stepmother spoke of feeling used, abused by a company and a man. Maria felt a sudden chill, despite the heat of the attic. She didn't know how to process this new information.

She pictured her stepmother's face, a face she'd only seen in photographs. She wasn't sure what to think, what to feel. She felt disoriented, like she was standing on shifting sand.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256