troubled - Story 155645 | Emotion Vectors in Gemma4-31B

"I can't believe this," muttered Amelia to herself, her voice barely a whisper. The email, with its sterile language of *corporate restructuring*, felt like a personal betrayal. She swiveled slowly in her chair, the movement deliberate and slow.

The brightly colored "employee appreciation" posters that adorned the walls now felt like a cruel joke. Her gaze landed on a framed photo of her team. It felt like a lifetime ago when they had celebrated their last success. Now, her vision blurred with tears she refused to let fall.

She felt a prickly heat rise in her cheeks. She was not prepared for this. Not at all.

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