The box proclaimed itself "For Mr. Jasper Thorne." It was a bold declaration. David found himself paralyzed, unsure of how to react. He leaned against the door, feeling the cold seep into his bones. His hand was trembling slightly. The package was a puzzle he wasn't equipped to solve.

The weight of the box felt disproportionate to its size. He considered calling his mother, but the thought of having to explain everything was exhausting. He felt a deep longing for someone to tell him what to do, to take the burden of the decision. He needed someone else.

He walked into the kitchen, his steps slow and deliberate. He stared out the window, at the world outside, and felt a profound sense of isolation. The box sat in the doorway, a constant reminder of his inability to navigate the simplest of things.

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