troubled - Story 155217 | Emotion Vectors in Gemma4-31B

The taste of stale coffee coated Sophia's mouth as she sat across from Anna in the cafe. The bright lighting, the chatter of other patrons - it all felt overly bright, overwhelming. They were talking about the accident, a car crash they had both been in years ago. It had changed them both.

Sophia felt a wave of dizziness. Anna remembered the aftermath as a time of shared strength and resilience. Sophia's memory was different: a period of intense fear and vulnerability. The memories now felt like different realities. Her chest felt heavy, her breathing shallow. She stared at the swirling patterns in her coffee, the images reflecting a vast, uncrossable gulf.

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