The clatter of the dishes echoed in Sarah’s otherwise silent house. The smell of stale coffee clung to the air. Her neighbor, a Mr. Peterson, had been waiting outside. He gestured towards the old willow tree at the edge of her lawn. "It’s dropping a lot of… debris," he said, his tone carefully neutral. Sarah ran a hand through her hair, a gesture she realized was becoming increasingly frequent.

She looked at the tree, its graceful branches weeping towards the ground. The thought of its removal created a hollow ache within her. "Yes," she agreed, the word catching in her throat. She found she couldn’t speak further, the pressure building behind her eyes, the familiar feeling of being overwhelmed by everything, by nothing.

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