The bottle of wine sat on the kitchen counter, half-empty. Sarah stared at the swirling ruby liquid, a mirror of the turmoil inside her. The manuscript, once her pride and joy, was now crumpled on the floor near the wastepaper basket. The beautiful cover design, once a symbol of hope, was now a painful reminder of her failure.

She had spent years working on the novel, pouring her heart and soul into every word. She had imagined the moment she would receive the good news. She had dreamt of the book signings, the interviews, the recognition. Now, all that remained was the taste of bitter defeat.

She poured the last of the wine into a glass, each drop echoing the emptiness in her soul. The silence of the apartment was filled only by the whisper of her own ragged breath.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301