The attic felt suffocating, filled with the dust of generations. Eleanor felt a heavy weight pressing on her shoulders. She wanted to yell and couldn't.

She had been tasked with sorting through her grandmother's belongings. She discovered a series of letters and sketches, revealing a hidden talent and unrequited love. The woman she knew, a practical and pragmatic woman, was revealed to be a passionate and artistic soul whose dreams were stifled by circumstance.

Eleanor sank to the floor, the letters scattered around her. The familiar room seemed to tilt, the world around her losing its familiar edges. The comfortable story she was told seemed to have vanished. She felt stranded.

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