The phone rang, a jarring intrusion into Clara’s quiet Sunday afternoon. It was her best friend, Sarah, excitedly telling her about the scandal surrounding her favourite author, Evelyn Reed. Clara clutched the phone, her knuckles turning white. The words registered, but her mind felt like it was moving through sludge.

Clara kept repeating, “No, that’s not possible,” her voice a strained monotone. Evelyn Reed, whose work had helped her through the divorce, who’d made her believe in the possibility of love again – a fraud? The air in her apartment seemed thick, hard to breathe.

She sat heavily on the sofa, her gaze fixed on the framed cover of Reed's most cherished novel. The vibrant colors mocked her. She felt a burning ache in her chest, a physical manifestation of her disbelief and disillusionment. She felt sick.

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