The gallery was unusually quiet. The artworks, usually vibrant and alive, seemed to mock her. Eleanor felt a coldness wash over her as she took in the space. Mr. Finch, her employer and mentor, was gone. No explanation. His desk, always a hub of activity, was empty.

Eleanor's stomach churned with a mixture of confusion and fear. She had relied on Mr. Finch's discerning eye, his advice on which pieces to acquire. The thought of making those decisions, of navigating the complex art world without his guidance, overwhelmed her. She felt like a small boat, cut adrift in a stormy sea, tossed about with every uncertain wave.

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