The world seemed to be closing in around Chloe. The constant noise of the construction outside her apartment window was adding to her edginess, amplifying the agitation that had taken hold. A knot of tension formed in her shoulders, forcing her to shift every few minutes. A colleague had shared a link to a blog post, a post that echoed her own project's premise.

She clicked on it, her breath catching in her throat. The narrative style, the angle, the data points…it was all frighteningly similar. She had barely managed to work her way past the introduction when she abruptly stood, her hands trembling.

“No, no, no,” she whispered, pacing her tiny living room. The blood was roaring in her ears, her palms were clammy. She felt a need to break something. She gripped the edge of her kitchen counter, fighting the urge to shatter the dishes stacked nearby.

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