troubled - Story 155646 | Emotion Vectors in Gemma4-31B

The air in the breakroom felt thick with unspoken anxiety. Michael watched the other employees huddle, whispering, their faces etched with a common unease. He avoided eye contact, his gaze fixed on the lukewarm coffee swirling in his mug. *Acquisition by Global Dynamics*. The words echoed in his mind.

He took a slow sip, the bitterness of the coffee doing little to calm the unease churning within him. He felt a sudden, inexplicable urge to flee, to escape the confines of the building. He felt the rapid thud of his own heart.

He set the mug down with a decisive clink, his movements stiff and rigid. He stood up, avoiding the gaze of his colleagues, and quietly left the room.

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