He slammed the door, the sound echoing in the silent apartment. Michael had just gotten the news. He felt a wave of nausea, washing over him, leaving him shaky. He sank onto the floor, his back against the cool wood of the door.

He had always found comfort in this place, the familiar creaks, the faint smell of old books. This was the one constant in his life. The building was his, a safe haven, a refuge from the chaos.

He rubbed his temples, trying to clear his head, but the news swirled around him, a dark, unwelcome current. He closed his eyes, taking a deep breath, attempting to regain some semblance of control.

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