troubled - Story 155600 | Emotion Vectors in Gemma4-31B

The weight of the letter felt oppressive. She sank into her chair, the world tilting slightly. The walls of her study seemed to be closing in, the air thick and hard to breathe. She closed her eyes, but the words still echoed in her mind.

She ran a hand through her hair, a gesture of frustration and weariness. The manuscript, once her pride and joy, now felt like a lead weight in her heart. She couldn't bring herself to look at it, not even to think about it.

She felt a wave of nausea wash over her. It came in the form of a tightening in her chest, and a desire to be anywhere but there. She closed her eyes, trying to breathe deeply, but the air felt thin and unsatisfying.

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