The morning had been a disaster. The coffee machine was broken, spilling grounds everywhere, and then the traffic had been a standstill. Now, finally home, Sarah just wanted some peace. She’d been looking forward to this all day. Her gaze drifted towards the backyard. She’d promised herself a moment in nature. A moment's respite.

Her breath hitched. Where the sturdy oak had stood, now there was only a stump. Fresh sawdust lay scattered, a pale yellow against the familiar green grass. Her hands clenched into fists at her sides.

β€œNo, no, no,” she whispered, her voice barely audible. She felt a prickling heat rise up her neck and flush her cheeks. She was going to find out who had done this.

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