Liam stared at the list, his breath hitching. “Learn to speak Italian.” That was one he knew about – a new language app on Sarah’s phone. He’d even teased her about it. Now, seeing it written down, he felt a sudden, sharp pinch of something that felt like… betrayal.

He sank onto the edge of the bed, the mattress sagging beneath his weight. The room, usually a haven of shared memories and quiet mornings, now felt suffocating. The sunlight streamed in, illuminating dust motes that danced in the air like mocking spirits.

He recalled their last argument, a petty squabble over the remote. He replayed the words, the tone, searching for clues, for anything he might have missed. The weight in his chest felt heavier with each passing moment, like a physical burden. He wanted to scream, to lash out, to understand.

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