The phone call was short, to the point. “Hello, this is Mr. Henderson. Your father… had another family. There’s a will. We need to meet.” Eleanor felt the blood drain from her face.

She sat on the edge of her bed, her legs suddenly heavy, unable to support her. The familiar floral wallpaper of her childhood room seemed to shift and blur. The mundane details of the room — the chipped paint, the worn rug — suddenly appeared menacing, mocking her.

She picked at a loose thread on the quilt, her fingers fumbling, unable to focus. She felt as though the world had tilted on its axis, and she was desperately trying to find her balance.

She needed to call her mother. She needed to hear her voice.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229