The constant noise of the city grated on her nerves. The traffic, the construction, the relentless hum of activity. She wanted to scream. Across the park bench, Emily was sketching, a serene look on her face. "That carnival was so fun, wasn't it?" Emily remarked, her voice gentle.

She gripped the edge of the bench. "I recall feeling terrified. The crowds, the noise, it was all too much." She felt her heart begin to race.

Emily looked up, her eyes wide with surprise. "Terrified? No! We had a blast! We ate cotton candy and rode the Ferris wheel." She frowned.

The divergence of their perceptions was crushing, like a weight on her chest. Everything felt wrong, the memory a jumbled mess she couldn't untangle. She got up, the simple act sending tremors throughout her body.

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