Eliza’s jaw clenched as the lawyer read the will. "…a collection of rare artifacts… subject to… stringent preservation guidelines." Her brother, Ethan, appeared indifferent, but she suspected he'd received a more straightforward monetary inheritance. The artifacts were beautiful, but the responsibility was immense. She wanted to sell them, to escape the shadow of their deceased parents' obsession with the past.

She stood amongst the relics, a chill creeping into the room. Each object was a whisper of a life she couldn't comprehend. She resented the weight of their history. The artifacts felt like shackles, and the silence of the room bore down on her.

She looked to a small, unassuming wooden box. Inside, she discovered a series of diaries, detailing their parents' secret lives and a hidden stash of investment bonds, giving her the financial independence she had craved. Eliza felt a surge of elation, quickly followed by a pang of guilt.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236