"Are you even listening, Liam?" Amelia snapped, tapping her foot impatiently. The lawyer's words seemed to bounce off her, echoing in the cavernous living room of the inherited home. Everything felt tight, like her lungs were constricted.

She ran a hand over her forehead, pushing back a stray strand of hair. The air was thick with the scent of mothballs and something else…old paper, maybe? She hated the thought of the decisions they’d have to make. Selling it would be a logistical nightmare; fixing it up, a financial one.

Liam, her younger brother, was examining a chipped teacup with a faraway look in his eyes. He didn't seem to grasp the enormity of the situation. Amelia’s jaw clenched. She hated feeling this… this… overwhelmed. “Liam, we need a plan.”

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