The fluorescent lights seemed to dim, casting long, ominous shadows across the empty cubicles. George felt a wave of dizziness wash over him. He had always played it safe, always stuck to the familiar. He had the same fears as everyone else, but he was afraid to confront them.

He closed his eyes, imagining the future. He could never see it past the week. He'd never really learned to stand on his own two feet.

The thought of facing a new job market, of having to prove himself all over again, filled him with a deep, paralyzing fear. He felt a sudden, desperate urge to cling to something, anything. He felt like his grip was tightening, even as he was thrown into the abyss.

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