The meeting was a disaster. The words, once flowing easily, now felt like lead weights in her mouth. She kept twisting her rings, a nervous habit sheโ€™d thought sheโ€™d outgrown. The office was too warm, too bright, the sterile environment doing little to calm the internal hurricane. Each breath felt shallow, as though she were trying to draw air through a clogged pipe.

"So, tell me what brings you here, Sarah?"

The voice was familiar, yet utterly jarring. She looked up, her jaw slackening. It was Craig Peterson. Craig, who used to delight in making her life miserable on the school bus, the one who delighted in teasing her. He sat behind his desk with a calm, inviting gaze. She felt a wave of dizziness wash over her.

"Iโ€ฆ" Her voice cracked. This was going to be harder than she imagined.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169