“Another one,” muttered Evelyn, tossing the glossy invitation onto the growing pile of unopened mail. The light from the setting sun cast long shadows across her sparsely furnished living room. She felt a familiar weight settle on her shoulders.

She had always been independent, a rebel. She’d scorned conformity, chosen her own path. Now, she was alone, a solitary figure in a world that seemed to have moved on without her. Her gaze drifted to the window, reflecting the dim light.

The reunion, the inevitable comparisons, filled her with dread. The whispers, the glances, the unspoken judgments. She wondered if anyone would even remember her. She felt a poignant sense of detachment, a profound disconnection from the lives of others. She sighed and turned on the television, hoping to distract her.

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