David felt a knot tighten in his stomach as he surveyed the half-finished kitchen. The contractor’s promises of a swift renovation had evaporated like morning mist. Now, a sea of exposed pipes and mismatched tiles greeted him daily. He tapped his foot impatiently. His wife, Sarah, kept asking when they could finally cook a meal, and he could barely meet her gaze.

He slammed the cabinet door shut, the noise echoing in the cavernous room. The pressure of balancing work and home improvements felt crushing. His shoulder blades ached.

While trying to find a spare screwdriver, he stumbled upon a loose brick in the pantry wall. He tugged at it, and a small opening appeared, revealing a dimly lit passage. He rubbed the back of his neck and leaned in.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169