The antique clock in the hallway ticked with a maddening persistence, each second a hammer blow against Eleanor's sanity. Her brother, Thomas, had left the room hours ago, whistling a cheerful tune that echoed in the cavernous, newly-inherited manor. She, however, remained rooted to the spot, a crumpled letter clutched in her trembling hand. The solicitor's words, so carefully chosen, still stung: "
a modest collection of sentimental value, primarily." Her modest collection was a dusty box containing only tarnished silverware and faded photographs of strangers.

Thomas, she knew, had inherited the family's lucrative shipping business – a gleaming empire of ships and offshore accounts. The disparity choked her. A cold sweat slicked her palms, and she felt a tightening in her chest.

She slammed the letter down, the sound echoing unnaturally loud in the silent house. A raven tapped at the window, a black omen against the grey sky.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290