He stared at the photograph, his gaze fixed on the unfamiliar face. The resemblance was undeniable. A half-sister. The revelation had landed like a physical blow. James had barely slept since. He felt a constant, low-grade thrum of unease beneath his skin. He ran a hand through his hair, a gesture he realized he’d been making constantly. The room felt too small, the walls closing in. He needed to get out, to breathe. He grabbed his coat, the fabric suddenly feeling heavy on his shoulders.

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