Clara felt a knot form in her stomach. The letter was tucked inside her grandfather’s old cigar box, alongside a collection of tarnished medals and yellowed newspaper clippings. It was dated from the late sixties, a time of turmoil. The familiar script on the envelope simply said, “Private.”

She unfolded the page. Her grandmother’s resignation from her position as a nurse. Reading the carefully crafted sentences, Clara found herself gripping the edge of the table. Her grandmother, the woman who always seemed so strong, had written of feeling worn down, overwhelmed.

The air seemed thin, difficult to breathe. This woman, the pillar of their family, had hidden her own pain. Clara felt a strange, dizzying sensation. She looked up at the ceiling, fighting the urge to flee the room.

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