The weight of the unspoken hung heavy in Liam’s shoulders. He stood outside the bakery, where he and Mr. Henderson, his woodworking teacher, used to share coffee and talk about life. The shop was closed, and he felt a wave of disorientation wash over him. His hands clenched into fists. He had anticipated his mentor's exit, but not like this. No final project review. No last piece of advice. He turned away, his vision blurred. A sense of disquiet settled in the pit of his stomach, leaving him with an unsettling feeling of loss.

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