He ran a hand through his hair, finding a few stray strands of gray that weren't there last week. The air in the breakroom felt thick, suffocating. Mark stared at the empty coffee pot, wishing he could just disappear. Today, he had to mentor young, ambitious Jason.

"Okay, so here's how we handle the complaints," Mark said, his voice clipped. The words felt heavy, like lead weights in his mouth. Jason, enthusiastic, scribbled notes.

Mark found himself avoiding Jason's gaze, studying the intricate patterns of the linoleum floor. He felt a cold prickle along his spine. He'd poured years into this job, only to be…replaced. The thought sent a fresh wave of acid churning in his stomach.

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