As Jordan argued against a cat, River felt a suffocating pressure build inside them. The thought of living another day in that apartment without the soft presence of a cat sent them into a spiral. River needed a tangible connection to anchor them to reality.

"I just... I don't know what I'd do without something to care for," they whispered, their voice trembling. Their whole identity felt fragile.

Jordan's face softened, but his words remained firm. "We agreed to focus on ourselves, remember? No distractions." The implication that River was a distraction itself cut deep.

River felt a prickling sensation behind their eyes. The fear of being left to their own devices, without anything to hold onto, threatened to overwhelm them.

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