She had always gone to "The Cozy Corner Cafe" when she needed comfort. Sarah's world had always been built upon predictability. The familiar smells of brewing coffee and baking muffins had a soothing effect. She felt a chill creep over her skin as she reread the note taped to the door: "Closed permanently."

Her hands trembled as she reached for her phone. Who would she talk to? Her usual phone call to her mother was now an impossibility. She felt a knot of anxiety twist in her gut.

She couldn't meet her friend at the cinema, she thought, as she turned back towards her car. The plans they had made were now worthless. A hollow ache settled in her chest. She found herself staring at the empty space where the cafe had been, the bright red sign now a faded memory.

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