The antique key felt heavy in Leo's palm. He jiggled it in the lock, the tumblers groaning like an old man waking up. Dust motes danced in the lone sunbeam slicing through a gap in the curtains. He pinched the bridge of his nose, a headache already blooming behind his eyes. Another inheritance, another obligation. His sister, Maya, was late, as usual.

He kicked a discarded newspaper across the floor. The front page headline screamed about the housing market. He sighed. This house – this Victorian monstrosity – was a problem. A beautiful problem, maybe, but still a problem. He'd much rather be at his apartment, watching the paint dry, than dealing with probate and the mountain of clutter that belonged to his grandmother.

The house felt cold, even with the sun. Leo imagined his grandmother, a tiny woman with a booming laugh, rattling around these echoing hallways. He ran a hand through his hair, already impatient. He wished Maya would hurry up. He had a million things to do.

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