He’d taken a detour on the way to work, a decision he regretted the moment he saw the demolition crew. The orange cones, the heavy machinery, the skeletal remains of what had once been his sanctuary. His jaw clenched. He felt the familiar pressure behind his eyes, a sensation he always associated with his grandfather’s death.

He stood across the street, arms crossed, watching the excavator’s teeth tear into the brick. The sound, a monstrous grinding, made his teeth ache. He dug his nails into his palms, the physical pain a small distraction from the internal turmoil. He wished he could shout, scream, do something, anything, to stop it.

He thought of his mother, how she'd always told him, “Home is where your heart is.” His heart, he realized, felt like it was being ripped out.

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