He’d always felt a connection to Julian Crestwood, a sense of kinship through the shared language of storytelling. Now, the email, confirming his suspicions, had shattered that bond. The parallels between Crestwood’s new novel and Daniel’s unpublished manuscript were too glaring to ignore. The air in his studio felt thick, stagnant.

He stared at the blank page in his typewriter, the machine he'd used to craft his own stories. The words that had once flowed so easily now felt trapped, poisoned by the knowledge of Crestwood’s betrayal. He ripped the paper from the machine and crumpled it, tossing the ball of paper violently to the ground.

The sound of his own heavy breathing filled the space. The creative impulse, the fire that had driven him for years, had been snuffed out. He sank into his chair, the weight of the injustice pressing down on him.

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