He paced the living room, the worn carpet offering little comfort beneath his bare feet. The silence of the house, usually a solace, now pressed in on him. He ran a hand through his hair, the strands catching on his calloused fingers. The stale air hung thick, a suffocating reminder of his inertia.

“Anything on the job front?” his mother had asked earlier, her voice gentle, but her words a subtle pressure. He’d mumbled a response, something about “sending out applications.” He knew the disappointment in her eyes. It was a mirror of his own self-loathing.

He stopped pacing, staring out the window at the familiar street. The world moved on, oblivious to the storm raging inside him. He felt adrift, untethered, a ghost in his own life.

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