The letter lay open on the desk, the words a stark reminder of his failure. He stared at them, the letters blurring before his eyes. He felt a cold dread creeping through his veins, numbing him from the inside out. He sat for a long moment, motionless.

He rose and walked into the living room, the familiar space feeling suddenly alien. He ran his hand over the smooth surface of his bookshelf, the titles of the books he once loved now mocking him from their shelves.

His apartment had always been a sanctuary, but now it felt like a cage, and he, the prisoner. He wanted to escape, to run away, but there was nowhere to go.

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