The scent of freshly cut grass failed to lift Eleanor’s mood. She watched as Mr. Finch, her neighbor, approached with a clipboard in his hand. He was talking about the poplar tree, its tendency to drop twigs, its potential… liability. She felt a familiar pressure building in her chest, a weight that made it hard to breathe.

She found herself gripping the edge of the picnic table, her knuckles white. She looked at the tree, its leaves shimmering in the late afternoon sun. It was a haven, a place of peace, and the thought of its removal felt like a personal attack. She managed a weak smile, but the words wouldn’t come, the knot in her throat too tight.

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