The setting sun cast long shadows across the yard. Liam’s shoulders were slumped, his posture reflecting the weight in his heart. The request to remove the elm, coming from Mr. Carter, added to the burden. The elm was a constant, a sentinel.

He heard his own voice, distant and detached, as he agreed to consider the proposition. He looked up at the tree, its branches reaching towards the sky. He felt the cold seep into his bones, and a shiver ran through him. He found himself avoiding Mr. Carter's eyes, unwilling to face the pity, the judgement, the reality of what he was feeling, and would continue to feel for some time.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236