The aroma of burnt coffee hung in the air, a fitting metaphor, she thought, for the state of things. Sarah stared at the phone, its sleek surface reflecting her own face back at her, a stranger in a familiar frame. Mark had been taking calls, furtive whispers, hurried exits from the room. She’d tried to brush it off, chalk it up to work, but the way his shoulders tensed whenever his phone chirped, the abruptness with which he'd end conversations... It gnawed at her, a relentless ache in the pit of her stomach. The silence in their apartment seemed to amplify every unspoken word, every hidden gesture.

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