The clatter of dice and the shouts of laughter from the game room sent a shiver down Amelia’s spine. Her son, Henry, had fully embraced her love of tabletop gaming, turning it into a social event she could no longer manage. She used to find joy and solace in the strategy and the stories.

She stayed in the kitchen, meticulously cleaning the countertops, her movements jerky and deliberate. She saw the dice, the characters, the lore everywhere, haunting her. Henry’s newfound enthusiasm filled the house.

She poured herself a glass of water, her hand trembling slightly. She wanted it back, that space, that connection. But it was gone.

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
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236