The old house creaked and groaned around Clara, each sound a reminder of her failures. She rubbed her arms, as if cold, though the summer air was warm. Her grandmother had always wanted her to take over the house, to keep the family legacy alive.

But Clara had run from the responsibility, from the memories. She'd prioritized her career, her independence, her freedom. Now, she felt trapped, bound by guilt and the knowledge of her selfish decisions.

Her brother, Ben, was happily sketching ideas for renovations, oblivious to the internal turmoil she was experiencing. His enthusiasm only amplified her unease.

Clara wanted to scream, to run away, to escape the suffocating weight of it all. "It's a great place," Ben said, "we can make it our own."

Clara managed a tight, forced smile. "Yes," she agreed, her voice barely a whisper.

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