He stared at the screen, a knot forming in his gut. The house, his childhood home, was being offered to strangers. The listing agent’s chirpy prose about “modern updates” and “move-in condition” felt like a betrayal. His fingers tightened into fists.

He remembered the feel of the wooden bannister, worn smooth by his countless descents. The smell of his grandmother's cooking, still faintly lingering in the air. The echoes of laughter from family gatherings. He swallowed hard. The memories were a bittersweet balm, a reminder of what he had lost.

He ran a hand through his hair, a nervous gesture he hadn't realized he still employed. He felt a sudden, intense craving for a cigarette, a habit he had long since abandoned. He closed the laptop, the sudden darkness in the room a stark contrast to the bright, cheerful facade the listing presented.

He got up and walked to the window, the city's cacophony doing little to soothe his inner turmoil. He was, in a word, adrift.

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