The painting leaned against the wall, its vibrant colors a painful reminder of her lost past. He'd tried to reintroduce himself, but she had only stared at him blankly, her expression indifferent. Now, she just sat on the floor, surrounded by her old, forgotten art projects, the vibrant colors a testament to a time when their bond was real.

The silence in the room pressed down on him, a heavy weight. He ran a hand over his face. The world felt muffled, as if underwater. He found himself replaying the conversation in his mind, searching for clues, for some explanation. But there was nothing. He let out a long, slow sigh.

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