The rejection of a pet turtle by Blake left Casey’s stomach churning. The apartment’s familiar scent of sandalwood suddenly felt alien and cold. Casey needed the responsibility, the structure, the assurance of having a reason to keep going.

“It would… it would be good for me, I think,” Casey mumbled, their gaze fixed on the floor. It was a plea, a lifeline thrown out into the void.

Blake shook his head, his expression unyielding. "It's just another chore, Casey. We have enough." The implication that Casey was already a burden stung.

Casey felt a wave of nausea wash over them. The thought of the long evenings ahead, the empty days, the silent nights, made them want to crawl out of their skin. Their hands, suddenly clammy, clutched at their t-shirt.

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