The sheer volume of belongings made Amelia feel faint. Her brother, David, was meticulously cataloging everything, seemingly unfazed. She wanted to scream. Her head felt like it was in a vice.

She felt a physical ache, deep in her chest. The weight of her grandmother's life, condensed into these four walls, was overwhelming. She hated this feeling, this sense of being utterly out of control.

She wandered into the living room, collapsing onto a dusty armchair. Her gaze darted around, taking in the faded photographs, the moth-eaten cushions, the silence. The silence was the worst part.

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