The sleek, modern design of the new office, filled with vibrant art and standing desks, was a stark contrast to the quiet, antiquated records room where he'd worked for so long. George, transferred to the marketing department, felt utterly out of place. He felt it in the muscles of his jaw, the constant tightening.

He sat at his desk, staring blankly at the computer screen. The bright colors and promotional materials assaulted his senses. He missed the familiar smell of old paper and the organized chaos of his filing system.

He felt the unwelcome sting of tears behind his eyes. He missed his routine, his comfort zone. He felt like he had been cast adrift. He thought of his desk back in the records room, how perfect everything was.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229