โ€œHoney, are you okay?โ€ The question, from his husband, Ben, startled Robert. He had been staring, frozen, at the bank statement, trying to make sense of the figures. He had found it tucked inside a gardening book, of all places.

He couldn't meet Benโ€™s gaze. He felt a heavy cloak of disappointment descend upon him. He mumbled something about being tired and needing some fresh air.

He moved to the door, then turned and looked at Ben. His face was a mask of forced serenity. He stepped outside, the cool evening air doing little to soothe his inner turmoil. He began to walk aimlessly down the street.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236