He ripped the letter in half, then again, and again, the pieces accumulating on the floor like confetti from a particularly cruel party. He glared at the shredded remains, his chest aching with a raw, unfamiliar pain. He’d built his hopes around this, sacrificed everything.

He paced the room, a caged animal, each step a testament to his rising frustration. The walls seemed to close in on him, the air growing thick and hard to breathe. He threw himself on the couch, burying his face in a cushion, trying to muffle the sound of his ragged breaths.

He didn't want to talk, he didn't want to explain. He just wanted the feeling to pass.

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