He didn’t know why he was doing this. Mark felt like a trespasser, rifling through the belongings of a woman he had only just begun to understand. He’d met his girlfriend's mother, Carol, a few months prior, and the relationship was still new. He was helping Carol sort through her parents' belongings after the loss of her father. In a box filled with old photographs, he found it. A letter addressed to the university, written by Carol's father, resigning from his position as a professor. The language was calm, almost detached, but the reason given - a desire for "more personal freedom" - felt incomplete, a carefully constructed facade. A chill spread through him, despite the warmth of the summer sun streaming through the window. He felt an inexplicable pang of apprehension.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236