The world tilted on its axis for Ethan. He’d followed the career of the enigmatic writer, Seraphina Bloom, like a devoted disciple. Her words were scripture, her characters his companions, her worlds his sanctuary. Now, the revelation of Bloom's plagiarism, the blatant theft of Ethan's own fledgling novel, felt like a betrayal of the highest order. He felt the blood drain from his face, leaving him cold and clammy.

He sat in the chair he always reserved for his writing, feeling trapped. He had sent Bloom his manuscript, a desperate attempt to find direction, to find the courage to follow his own dream. He was unable to eat, unable to sleep, the world fading to gray. The thought of ever writing again was paralyzing. His own voice, which he'd so carefully cultivated, now felt muted, insignificant, swallowed by the echo of Bloom's deceit.

Emotion: dependent

Cluster: Shame / Guilt
PC1 (Valence): -1.05 Negative
PC2 (Disposition): 0.69

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.489
缺乏0.395
even0.310
either0.301
'0.297
Suppressed:
笑道-0.309
不久-0.293
一脸-0.263
затем-0.263
庆祝-0.258