The attic felt cold and unwelcoming, a stark contrast to the summer heat outside. He had been pretending, he knew it. The house, his new life, it was all a fragile facade.

He found a dusty old record player. He switched it on, and a crackled melody filled the air. It was a song he recognized, a song he'd loved in his youth.

The music brought back a flood of memories, of a simpler time, of a life he’d thought he wanted to leave behind. He found himself feeling a strange sense of longing for a past he could not regain. He sat down on the floor, and allowed the music to wash over him.

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