The hum of the espresso machine, once a beloved morning ritual, now felt like a taunt. Richard, a self-proclaimed coffee aficionado, had built a small empire around his obsession. His son, Ben, had taken the craft to a new level. Ben's mastery of the craft made Richard feel a bit… obsolete.

He found himself preferring instant coffee. The complex flavors of Ben’s expertly brewed beans were too much to handle. He'd mumble something about needing to step out when Ben offered him a cup. His joy in coffee had evaporated, replaced by a dull ache.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242