troubled - Story 155074 | Emotion Vectors in Gemma4-31B

The coffee cup trembled in Mark's hand. The news from Olivia, his digital confidante, was unsettling. "Just signed the lease! Right in your neighborhood!" His stomach churned. He hadn't felt this disquieted in months. He’d found solace in their online interactions, sharing his thoughts with someone who understood. But the idea of her knowing his address, of her being *present*...

He set the cup down with a clatter. His apartment felt like a cage suddenly, the walls closing in. He felt a sudden, desperate desire to flee, to disappear. He thought of all the times he'd exaggerated, fabricated, trying to sound interesting, funny, normal. He hadn't meant to mislead her. He just hadn't wanted to scare her away.

He ran a hand across his forehead, feeling a cold sheen of perspiration. The idea of being *seen* was a threat.

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
`S`	0.317
`ness`	0.302
`😔`	0.294
`😢`	0.272

Suppressed:

`de`	-0.553
`la`	-0.511
`l`	-0.307
`/`	-0.260
`(!)`	-0.236