The argument about the chameleon left Alex with a leaden feeling in their chest. The apartment, already a battlefield of their own anxieties, seemed even more hostile after the exchange with Jamie. Alex felt their sense of self dissolving, the need for something stable and constant growing by the second.

“But… I need something… to… connect with,” they stammered, their words barely audible above the hum of the refrigerator.

Jamie scoffed. "We have each other, Alex. That should be enough." The words, meant to reassure, only fueled the fire of their apprehension.

Alex felt their breath catch in their throat. The thought of being completely alone, of facing the world without a safety net, was unbearable. The world spun.

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