The air in the grand, high-ceilinged room felt heavy, the weight of the past pressing down on them. Arthur watched his brother, Finn, across the room. Finn stood perfectly still, his face an unreadable mask. Arthur, on the other hand, felt as though he was slowly suffocating, a constricting band around his chest.

The family lawyer, a tall, imposing man, began to speak. “The will has been carefully considered.”

Arthur flinched. He hated suspense.

“Finn, you inherit the family’s estate, including the ancestral home and all the surrounding land.”

Finn’s composure didn’t change, but Arthur saw a flicker of something, a hint of calculation, in his eyes.

“And Arthur,” the lawyer continued, “you inherit your father’s extensive library, as well as the responsibility for cataloguing and preserving it.”

Arthur felt the blood drain from his face. He loved books, but he’d always considered them a source of pleasure, not a burden. The thought of being trapped, of being responsible for such a legacy, filled him with a crushing sense of dread. The air seemed to grow thick with unspoken expectations.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229