He stared at the blank screen, the words "Party Cancelled" still echoing in his mind. The carefully crafted seating chart, the meticulously chosen venue, all rendered meaningless. He felt a sharp pang in his chest, a sudden hollowness.

The house seemed to hum with an unnatural silence. He walked into the kitchen, the sight of the untouched food he’d prepared making his stomach clench. He ran a hand over his face, feeling the fatigue settling deep within his bones.

He sank onto the sofa, the cushions doing little to alleviate his discomfort. He closed his eyes, the image of what could have been playing on repeat behind his eyelids. The emptiness of the cancelled evening felt like a physical blow.

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