The words on the screen blurred, the message from his friend still shimmering before his eyes. "Canceled." He felt a strange tingling in his hands and feet, a sensation like needles pricking his skin. He'd been looking forward to this, a chance to reconnect. He'd imagined the music, the laughter, the camaraderie.

He walked into the den, staring at the untouched gifts that still rested on the table. Each one seemed to stare back at him. He could almost feel the weight of their unopened wrappers. The disappointment, a heavy stone, settled in his gut.

He sat in his favorite armchair, the familiar comfort failing to soothe him. The evening, a blank canvas of emptiness, stretched before him, and the prospect of facing it alone filled him with a deep and unsettling quiet.

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