The world seemed to be closing in around Clara. She sat hunched in the corner of the park bench, her gaze fixed on the bustling families enjoying their Sunday afternoon. The vibrant colors of the playground, the laughter of children, seemed distant, filtered through a thick fog. Her shoulders were tense.

Her hands, clenching and unclenching, were clammy. This unauthorized biography – a detailing of her childhood traumas, her career struggles, her deeply personal relationships – felt like a violation. It was all a little too much, especially with the constant whirring noise of the world. She hugged herself.

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