He stared at the email, his eyes narrowed. The bright screen seemed to throb, reflecting back his frustration. β€œThe Spice Route,” closing? That little haven of flavor, closing? He'd always known, in the back of his mind, that his favorite little Indian restaurant was a lifeline. Now, that lifeline was being cut. He felt a wave of nausea wash over him.

He slammed his fist against the desk, the impact sending a jolt up his arm. The world seemed to shrink, the edges blurring. He stood up, pacing back and forth, muttering under his breath. He needed to do something, anything. He grabbed his coat, the fabric feeling rough against his skin, and stormed out the door.

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