The weight of the conversation settled heavily on Susan. Her daughter, Chloe, had just announced she was starting to follow the Baháʼí Faith. Susan blinked back tears, she felt a burning sensation in her eyes. The house, usually bustling with activity, had become quiet, the silence punctuated by the rhythmic ticking of the grandfather clock.

"But, honey, what does this even...?" she started, her voice catching in her throat.

Chloe smiled, but it felt distant, unreachable. Susan felt a profound sense of isolation, as though she were standing on the edge of a precipice, looking down into a vast, unknown space. The world tilted again, and Susan felt the color drain from her face.

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