The list felt like a physical barrier in front of him. "Find true love." The words, written by his mother in elegant cursive, stirred a strange turbulence within Thomas. He'd been alone for so long, and his mother had always hoped for a different outcome. He found himself looking at the floor, unable to make eye contact with his own memories. The list served as a brutal reminder of his loneliness, amplifying the ache he'd long buried deep.

He wandered through the house, each room echoing with the absence of her presence.

He reached for a glass of water, his hand trembling, the empty space within him growing larger.

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