The sound split the morning. I stared, paralyzed, as the elm tree, which seemed forever rooted, took Mrs. Rodriguez’s fence with it. My knees felt weak. A strange, suffocating sensation filled me. I'd never handled anything like this. My gaze drifted to the shed. I thought of the tools, the permits, the possible costs. My mind reeled. I needed to call someone, but a knot of dread constricted my throat. I couldn't. I slowly made my way to the kitchen and made myself a cup of tea, the steam a futile attempt at comfort.

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