He found himself cleaning his apartment, a task he usually loathed. He scrubbed the already spotless countertops, rearranged the spice rack, and vacuumed under the furniture. The routine, familiar motions were the only thing grounding him. The waiting was a tangible thing, a presence in the room, pressing down on him.

Mark kept checking his phone. Nothing. He kept replaying the interview in his head, picking apart every answer, every gesture. His head throbbed. He wondered if he’d ever be able to relax again.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169