The attic air hung thick and stale, a shroud of dust motes dancing in the single shaft of sunlight. He coughed, pulling the flimsy cardboard box closer. Inside, a jumble of forgotten lives. He'd been tasked with clearing out his late mother's things, a task he'd been putting off for weeks. Finally, he unearthed a manila envelope, tied with a faded ribbon. Inside: a letter. His father’s handwriting, unfamiliar yet intrinsically linked to him.

He sank to the floor, the rough wood biting into his jeans. The letter was a formal draft, the words crisp and professional, but there was a tremor in the ink where his father had pressed hard on the pen. It was a resignation. From his job. From years ago. Before he'd met his mother. Before *him*.

A strange tightness formed in his chest. He reread a sentence about feeling “constrained” and the words seemed to press in on him. He found himself picking at the loose threads of the carpet, unraveling the fibers with a singular focus. The dust in the air irritated his eyes, but he refused to blink.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330